{ "forecast_id": "to_fcst_20260823_2017", "hazard": "tornado", "issued_at": "2026-08-23T20:17:45Z", "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": 224, "top_probability": 0.0069, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "372514", "lat": 45.1143, "lon": -74.1614, "motion_east": 5.8, "motion_south": -6.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0069, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1443.0, "ebshear": 36.0, "srh01": 77.0, "maxllaz": 0.004, "mesh": 0.23, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 77.0 }, { "name": "hrrr_pwat", "value": 29.8186 }, { "name": "alignment", "value": -7.0667 }, { "name": "tau", "value": 1.9041 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5698 }, "coherence_score": 1.9040625095367432, "coherence_diagnostics": { "tau": 1.9040625095367432, "grad_tau": 0.14596393704414368, "torsion": 0.0, "alignment": -7.0666961669921875, "S_field": 0.47375333309173584, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 2.489227294921875, "Da": 10.755971908569336, "E_coh": 0.5767467021942139, "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": [ [ [ -74.19, 45.3 ], [ -74.15, 45.3 ], [ -74.1, 45.25 ], [ -74.09, 45.23 ], [ -74.09, 45.14 ], [ -74.1, 45.13 ], [ -74.09, 45.12 ], [ -74.11, 45.09 ], [ -74.11, 44.97 ], [ -74.13, 44.95 ], [ -74.17, 44.95 ], [ -74.18, 44.96 ], [ -74.2, 44.96 ], [ -74.24, 44.99 ], [ -74.24, 45.05 ], [ -74.21, 45.09 ], [ -74.21, 45.12 ], [ -74.2, 45.13 ], [ -74.2, 45.18 ], [ -74.19, 45.19 ], [ -74.19, 45.3 ] ] ] }, "raw_probability": 0.5698, "confidence_lo": 0.0061, "confidence_hi": 0.0069, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d0f7dfded0520aff3ba599f6791701dd57e9d478422a77fda1892c21b1f44001", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.5698, "probability": 0.006933, "confidence_lo": 0.006096, "confidence_hi": 0.006938, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "081d3acb8cb6a98ad6b5c6b95438edb25da523d702fbb1873b41b4062bbc6d7b", "signature": { "alg": "ed25519", "sig": "edbe2bfc0830e10bc530df85df4cb6bff25535409cb97be3c3ce068085ba27fb93f74cca16d9fda35eeccbb2d1070b125bc845dc121b638ec81422d455a88709" } }, "receipt_sha256": "081d3acb8cb6a98ad6b5c6b95438edb25da523d702fbb1873b41b4062bbc6d7b" }, { "storm_id": "372389", "lat": 45.4589, "lon": -74.6956, "motion_east": 5.3, "motion_south": -7.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0069, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1349.0, "ebshear": 35.0, "srh01": 64.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 32.0686 }, { "name": "alignment", "value": -7.0781 }, { "name": "tau", "value": 1.869 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5658 }, "coherence_score": 1.8689918518066406, "coherence_diagnostics": { "tau": 1.8689918518066406, "grad_tau": 0.12928692996501923, "torsion": 0.0, "alignment": -7.078092575073242, "S_field": 0.5014533400535583, "Gamma_field": 0.16365478932857513, "S_over_Gamma": 3.0640921592712402, "Da": 9.367109298706055, "E_coh": 0.5470415949821472, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.71, 45.48 ], [ -74.67, 45.48 ], [ -74.66, 45.47 ], [ -74.66, 45.44 ], [ -74.68, 45.43 ], [ -74.71, 45.43 ], [ -74.73, 45.45 ], [ -74.73, 45.47 ], [ -74.71, 45.48 ] ] ] }, "raw_probability": 0.5658, "confidence_lo": 0.0061, "confidence_hi": 0.0069, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "308b93e12d57423492b1bbf9a81e5ac2ecd33e1b7b7ec27ce45b52a5b590c244", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.5658, "probability": 0.006933, "confidence_lo": 0.006096, "confidence_hi": 0.006938, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a68ca43763bc49c0a0af3aadf67930619c75088d21ffa01922a03c4da41b684a", "signature": { "alg": "ed25519", "sig": "d90d95db1d2649d9320cf09f6111e27721878fbbb3f5a87b861ac73a4448c63a697023fc92f157c8e49cc3e978effe85329a9072d78b0a91c29161ecd0a44304" } }, "receipt_sha256": "a68ca43763bc49c0a0af3aadf67930619c75088d21ffa01922a03c4da41b684a" }, { "storm_id": "372515", "lat": 44.7773, "lon": -74.0855, "motion_east": 5.3, "motion_south": -5.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0069, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1173.0, "ebshear": 33.0, "srh01": 69.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 69.0 }, { "name": "hrrr_pwat", "value": 29.8186 }, { "name": "alignment", "value": -7.0667 }, { "name": "tau", "value": 1.9041 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5597 }, "coherence_score": 1.9040625095367432, "coherence_diagnostics": { "tau": 1.9040625095367432, "grad_tau": 0.14596393704414368, "torsion": 0.0, "alignment": -7.0666961669921875, "S_field": 0.47375333309173584, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 2.489227294921875, "Da": 10.755971908569336, "E_coh": 0.5767467021942139, "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": [ [ [ -74.11, 44.82 ], [ -74.06, 44.82 ], [ -74.03, 44.79 ], [ -74.02, 44.75 ], [ -74.04, 44.72 ], [ -74.08, 44.72 ], [ -74.11, 44.74 ], [ -74.12, 44.78 ], [ -74.13, 44.79 ], [ -74.13, 44.8 ], [ -74.11, 44.82 ] ] ] }, "raw_probability": 0.5597, "confidence_lo": 0.0061, "confidence_hi": 0.0069, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d946b84be1d84db49e439a100a3a2a293a88c0253265077c999565ca8e26e42a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.5597, "probability": 0.006933, "confidence_lo": 0.006096, "confidence_hi": 0.006938, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93f31ac68fc332af0021800577ee6da1628854c7b2a2484b66a1e8237bd8a6df", "signature": { "alg": "ed25519", "sig": "c9ce771f62145d867a464fbc8ffe2aeef80c304559baab3000223388d8dfef7cdb0341e936da15de3d08189f560944be781b20f339722437c64e6c19317e2209" } }, "receipt_sha256": "93f31ac68fc332af0021800577ee6da1628854c7b2a2484b66a1e8237bd8a6df" }, { "storm_id": "370713", "lat": 45.55, "lon": -73.8371, "motion_east": 5.2, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0069, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1127.0, "ebshear": 35.0, "srh01": 108.0, "maxllaz": 0.004, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 108.0 }, { "name": "hrrr_pwat", "value": 37.5686 }, { "name": "alignment", "value": -4.6231 }, { "name": "tau", "value": 1.7612 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5591 }, "coherence_score": 1.7611699104309082, "coherence_diagnostics": { "tau": 1.7611699104309082, "grad_tau": 0.1974022090435028, "torsion": 0.0, "alignment": -4.623088836669922, "S_field": 0.42451831698417664, "Gamma_field": 0.2344881147146225, "S_over_Gamma": 1.8104044198989868, "Da": 13.96738052368164, "E_coh": 0.4545566439628601, "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": 7, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.84, 45.62 ], [ -73.78, 45.62 ], [ -73.76, 45.58 ], [ -73.76, 45.55 ], [ -73.75, 45.54 ], [ -73.76, 45.51 ], [ -73.81, 45.47 ], [ -73.85, 45.47 ], [ -73.91, 45.5 ], [ -73.91, 45.52 ], [ -73.94, 45.56 ], [ -73.93, 45.57 ], [ -73.88, 45.57 ], [ -73.84, 45.62 ] ] ] }, "raw_probability": 0.5591, "confidence_lo": 0.0061, "confidence_hi": 0.0069, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a7961c14f06f5ca8ca7bf539f12bb3a0e61dfa2c58114bb93ea626597821877a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.5591, "probability": 0.006933, "confidence_lo": 0.006096, "confidence_hi": 0.006938, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4ba636866a700d0d0e69dedf4d8e8bde14a30230bbe08c1505717e122aa8af2a", "signature": { "alg": "ed25519", "sig": "f7eea5b5b2a9b5f4c5d8984ddc28fee521e287cf2acf96c7488d77dbdb87dc7e0b7dedfeb9f7822b3a04edf4fa81da5347c76e921dbe1936392bfac0d15d810e" } }, "receipt_sha256": "4ba636866a700d0d0e69dedf4d8e8bde14a30230bbe08c1505717e122aa8af2a" }, { "storm_id": "371627", "lat": 45.65, "lon": -74.665, "motion_east": 5.3, "motion_south": -7.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0069, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1147.0, "ebshear": 39.0, "srh01": 84.0, "maxllaz": 0.006, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 32.0686 }, { "name": "alignment", "value": -7.0781 }, { "name": "tau", "value": 1.869 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.5536 }, "coherence_score": 1.8689918518066406, "coherence_diagnostics": { "tau": 1.8689918518066406, "grad_tau": 0.12928692996501923, "torsion": 0.0, "alignment": -7.078092575073242, "S_field": 0.5014533400535583, "Gamma_field": 0.16365478932857513, "S_over_Gamma": 3.0640921592712402, "Da": 9.367109298706055, "E_coh": 0.5470415949821472, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.7, 45.73 ], [ -74.64, 45.73 ], [ -74.62, 45.71 ], [ -74.62, 45.69 ], [ -74.61, 45.68 ], [ -74.61, 45.58 ], [ -74.63, 45.55 ], [ -74.67, 45.55 ], [ -74.7, 45.57 ], [ -74.7, 45.6 ], [ -74.69, 45.61 ], [ -74.71, 45.65 ], [ -74.71, 45.72 ], [ -74.7, 45.73 ] ] ] }, "raw_probability": 0.5536, "confidence_lo": 0.0061, "confidence_hi": 0.0069, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5d1e0be2b678fec31a57430f7904fdc2fb0ed1f648f481d0350975388514b2ac", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.5536, "probability": 0.006933, "confidence_lo": 0.006096, "confidence_hi": 0.006938, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e70c5b5e345b19d030c69717a0d32178c31561ae612684b973e5752b0e02b410", "signature": { "alg": "ed25519", "sig": "65dea946be990d3d734d15ac56d18b96c630b68ffe38f3afb281f5a83775c231bbaa1602d9207186277a076e5c0844063f6e3ce9116acae71c138863aa97eb04" } }, "receipt_sha256": "e70c5b5e345b19d030c69717a0d32178c31561ae612684b973e5752b0e02b410" }, { "storm_id": "372516", "lat": 44.6555, "lon": -74.0473, "motion_east": 5.2, "motion_south": -4.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0062, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1131.0, "ebshear": 34.0, "srh01": 67.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 29.8186 }, { "name": "alignment", "value": -7.0667 }, { "name": "tau", "value": 1.9041 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5319 }, "coherence_score": 1.9040625095367432, "coherence_diagnostics": { "tau": 1.9040625095367432, "grad_tau": 0.14596393704414368, "torsion": 0.0, "alignment": -7.0666961669921875, "S_field": 0.47375333309173584, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 2.489227294921875, "Da": 10.755971908569336, "E_coh": 0.5767467021942139, "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": [ [ [ -74.06, 44.69 ], [ -74.04, 44.69 ], [ -74.03, 44.68 ], [ -74.03, 44.66 ], [ -74.02, 44.65 ], [ -74.02, 44.63 ], [ -74.03, 44.62 ], [ -74.07, 44.62 ], [ -74.08, 44.63 ], [ -74.08, 44.65 ], [ -74.06, 44.69 ] ] ] }, "raw_probability": 0.5319, "confidence_lo": 0.0061, "confidence_hi": 0.0062, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "aeb1851cde445d96bfc140cc56e40b85d2eef2f808e7f5e88376dd388e21d3e7", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.5319, "probability": 0.006184, "confidence_lo": 0.006096, "confidence_hi": 0.006185, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "127e002e4043c6c00b1cdfee3f8fce02e1150fe0fd2e925ac2d458d5c546379e", "signature": { "alg": "ed25519", "sig": "ed6a72b68c2dbfd44ecd4173a19e925c8d3025631965e281231947ac3ce0c02b5102e29be8cdb3c772547b12bcbc1ed3760723206c2d1a03ff8b07682b6cb602" } }, "receipt_sha256": "127e002e4043c6c00b1cdfee3f8fce02e1150fe0fd2e925ac2d458d5c546379e" }, { "storm_id": "371971", "lat": 46.005, "lon": -77.093, "motion_east": 6.8, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0062, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1586.0, "ebshear": 28.0, "srh01": 74.0, "maxllaz": 0.003, "mesh": 0.28, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 74.0 }, { "name": "hrrr_pwat", "value": 28.1936 }, { "name": "alignment", "value": -5.7454 }, { "name": "tau", "value": 1.5713 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4868 }, "coherence_score": 1.5713156461715698, "coherence_diagnostics": { "tau": 1.5713156461715698, "grad_tau": 0.19519595801830292, "torsion": 0.0, "alignment": -5.745383262634277, "S_field": 0.31678149104118347, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 1.6644550561904907, "Da": 11.274935722351074, "E_coh": 0.39747846126556396, "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": [ [ [ -77.12, 46.04 ], [ -77.08, 46.04 ], [ -77.05, 46.01 ], [ -77.05, 45.98 ], [ -77.06, 45.97 ], [ -77.1, 45.97 ], [ -77.11, 45.98 ], [ -77.11, 46.0 ], [ -77.13, 46.02 ], [ -77.12, 46.04 ] ] ] }, "raw_probability": 0.4868, "confidence_lo": 0.0061, "confidence_hi": 0.0062, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "1cfa724923c1ed894bc7fda5f7b1605eab3852d93642d7dedd9ae4cc264818d0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.4868, "probability": 0.006184, "confidence_lo": 0.006096, "confidence_hi": 0.006185, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d18120bbad0dffc1c99458dab2a7df40b409515c3039e62d56c6859fb7212c61", "signature": { "alg": "ed25519", "sig": "69d6563697cb400e5de3e0adeeefe16a2ac551bf75d09d7e8e7b040a9be3c7209c1a3f745b31838861b158da6f821afb0e0196a561d09667e560f76548298e0a" } }, "receipt_sha256": "d18120bbad0dffc1c99458dab2a7df40b409515c3039e62d56c6859fb7212c61" }, { "storm_id": "371741", "lat": 44.0411, "lon": -73.6278, "motion_east": 7.3, "motion_south": -5.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0062, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1004.0, "ebshear": 40.0, "srh01": 67.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 26.8186 }, { "name": "alignment", "value": -4.8533 }, { "name": "tau", "value": 2.0114 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.485 }, "coherence_score": 2.01141357421875, "coherence_diagnostics": { "tau": 2.01141357421875, "grad_tau": 0.039493151009082794, "torsion": 0.0, "alignment": -4.853274822235107, "S_field": 0.5863978266716003, "Gamma_field": 0.16698811948299408, "S_over_Gamma": 3.5116140842437744, "Da": 9.42028522491455, "E_coh": 0.7057633399963379, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.65, 44.07 ], [ -73.6, 44.07 ], [ -73.59, 44.06 ], [ -73.59, 44.02 ], [ -73.61, 44.0 ], [ -73.64, 44.0 ], [ -73.66, 44.02 ], [ -73.66, 44.06 ], [ -73.65, 44.07 ] ] ] }, "raw_probability": 0.485, "confidence_lo": 0.0061, "confidence_hi": 0.0062, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2c7a8b93045c934015680341516be19509b23f74fbe71e2ca211f5045be09d1e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.485, "probability": 0.006184, "confidence_lo": 0.006096, "confidence_hi": 0.006185, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5c294bb4c62aeb11c7b27f4a3f7df72c10f30cf567e5abc113dde8832a5276f9", "signature": { "alg": "ed25519", "sig": "92fbb8c6931164bb6d90f01a72ebb3d222a5a22da23066856c303ca07ec2b319bde3fc249c5a242b6b1892f06bfbb404809f1d9113cea1f781555543b6a14a01" } }, "receipt_sha256": "5c294bb4c62aeb11c7b27f4a3f7df72c10f30cf567e5abc113dde8832a5276f9" }, { "storm_id": "372517", "lat": 43.9025, "lon": -73.6788, "motion_east": 8.4, "motion_south": -7.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0062, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1092.0, "ebshear": 42.0, "srh01": 62.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 26.8186 }, { "name": "alignment", "value": -4.8533 }, { "name": "tau", "value": 2.0114 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4462 }, "coherence_score": 2.01141357421875, "coherence_diagnostics": { "tau": 2.01141357421875, "grad_tau": 0.039493151009082794, "torsion": 0.0, "alignment": -4.853274822235107, "S_field": 0.5863978266716003, "Gamma_field": 0.16698811948299408, "S_over_Gamma": 3.5116140842437744, "Da": 9.42028522491455, "E_coh": 0.7057633399963379, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.7, 43.93 ], [ -73.66, 43.93 ], [ -73.65, 43.92 ], [ -73.65, 43.88 ], [ -73.66, 43.87 ], [ -73.7, 43.87 ], [ -73.71, 43.89 ], [ -73.7, 43.93 ] ] ] }, "raw_probability": 0.4462, "confidence_lo": 0.0061, "confidence_hi": 0.0062, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4c9c3db3e0fa7f8237b9cbed8e7520303b57564e51682acf902353e76cf562d9", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.4462, "probability": 0.006184, "confidence_lo": 0.006096, "confidence_hi": 0.006185, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d473c86cba270d103144e798ed7f6eb010ef79f5a8e697a1de197378f93483b", "signature": { "alg": "ed25519", "sig": "0b8b77ec35dec5bd749720dd749f95b9587c5391b3eb6ca4747c92c96d5793ac958da77455167f1fbeec63ee0be60dc137665c85c2f92f352fb1569f34cdba07" } }, "receipt_sha256": "7d473c86cba270d103144e798ed7f6eb010ef79f5a8e697a1de197378f93483b" }, { "storm_id": "371592", "lat": 43.8533, "lon": -73.4106, "motion_east": 8.9, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0062, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1154.0, "ebshear": 44.0, "srh01": 61.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 26.8186 }, { "name": "alignment", "value": -4.8533 }, { "name": "tau", "value": 2.0114 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4431 }, "coherence_score": 2.01141357421875, "coherence_diagnostics": { "tau": 2.01141357421875, "grad_tau": 0.039493151009082794, "torsion": 0.0, "alignment": -4.853274822235107, "S_field": 0.5863978266716003, "Gamma_field": 0.16698811948299408, "S_over_Gamma": 3.5116140842437744, "Da": 9.42028522491455, "E_coh": 0.7057633399963379, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.43, 43.93 ], [ -73.4, 43.93 ], [ -73.38, 43.91 ], [ -73.38, 43.89 ], [ -73.37, 43.88 ], [ -73.37, 43.84 ], [ -73.35, 43.81 ], [ -73.35, 43.77 ], [ -73.39, 43.72 ], [ -73.43, 43.73 ], [ -73.45, 43.77 ], [ -73.45, 43.84 ], [ -73.44, 43.85 ], [ -73.44, 43.87 ], [ -73.45, 43.88 ], [ -73.44, 43.89 ], [ -73.44, 43.92 ], [ -73.43, 43.93 ] ] ] }, "raw_probability": 0.4431, "confidence_lo": 0.0061, "confidence_hi": 0.0062, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d0a6b5aeb78d12219f55dbb2ae5e76d4d8fc888a717a805b7e0a1c74bcdc4165", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.4431, "probability": 0.006184, "confidence_lo": 0.006096, "confidence_hi": 0.006185, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "50623c1a84c568f13fed0f0869f7d7cbc061026afcfb30840a176037b682cc85", "signature": { "alg": "ed25519", "sig": "e6aaf10e00d263742871209cc977b0df11380864ff38e43f5f6f5b27a8951f1346470adbf764df163bd8abe22b6d2140b4c3d0c8cdb3fe262351dab09ef84309" } }, "receipt_sha256": "50623c1a84c568f13fed0f0869f7d7cbc061026afcfb30840a176037b682cc85" }, { "storm_id": "372383", "lat": 46.2809, "lon": -77.4645, "motion_east": 6.2, "motion_south": -5.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0062, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1348.0, "ebshear": 27.0, "srh01": 75.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 75.0 }, { "name": "hrrr_pwat", "value": 28.1936 }, { "name": "alignment", "value": -5.7454 }, { "name": "tau", "value": 1.5713 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4329 }, "coherence_score": 1.5713156461715698, "coherence_diagnostics": { "tau": 1.5713156461715698, "grad_tau": 0.19519595801830292, "torsion": 0.0, "alignment": -5.745383262634277, "S_field": 0.31678149104118347, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 1.6644550561904907, "Da": 11.274935722351074, "E_coh": 0.39747846126556396, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.48, 46.32 ], [ -77.45, 46.32 ], [ -77.43, 46.3 ], [ -77.44, 46.28 ], [ -77.44, 46.25 ], [ -77.45, 46.24 ], [ -77.47, 46.24 ], [ -77.48, 46.25 ], [ -77.48, 46.27 ], [ -77.51, 46.3 ], [ -77.48, 46.32 ] ] ] }, "raw_probability": 0.4329, "confidence_lo": 0.0061, "confidence_hi": 0.0062, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "92dbe08ac57aac11c4614de72d230f8759b7c9edf427a03b75cf73fd8db0fafd", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.4329, "probability": 0.006184, "confidence_lo": 0.006096, "confidence_hi": 0.006185, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "75537503b28d98d4362d502ed8c78933f9d9fc79f89b1850e9101f0333e18f96", "signature": { "alg": "ed25519", "sig": "5b4891fc08f7cd55199051a722726241054051eb162c65ce8d6f8ab9aa02bf602d473b4c400fcb26f5532f1d88090b2f5fb13541f522c29d27b12453c5b5070e" } }, "receipt_sha256": "75537503b28d98d4362d502ed8c78933f9d9fc79f89b1850e9101f0333e18f96" }, { "storm_id": "372384", "lat": 46.2456, "lon": -77.2222, "motion_east": 6.8, "motion_south": -7.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0062, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1448.0, "ebshear": 27.0, "srh01": 73.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 28.1936 }, { "name": "alignment", "value": -5.7454 }, { "name": "tau", "value": 1.5713 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4228 }, "coherence_score": 1.5713156461715698, "coherence_diagnostics": { "tau": 1.5713156461715698, "grad_tau": 0.19519595801830292, "torsion": 0.0, "alignment": -5.745383262634277, "S_field": 0.31678149104118347, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 1.6644550561904907, "Da": 11.274935722351074, "E_coh": 0.39747846126556396, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.23, 46.28 ], [ -77.2, 46.28 ], [ -77.18, 46.26 ], [ -77.18, 46.23 ], [ -77.22, 46.2 ], [ -77.24, 46.2 ], [ -77.26, 46.23 ], [ -77.26, 46.25 ], [ -77.23, 46.28 ] ] ] }, "raw_probability": 0.4228, "confidence_lo": 0.0061, "confidence_hi": 0.0062, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "23b0db879b0bcb7e0a1a80726d6d1054287976987bc0ef6cbb9535b05cf8fcb1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.4228, "probability": 0.006184, "confidence_lo": 0.006096, "confidence_hi": 0.006185, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3cbf7df5689c8cc152dca3f580d24db7b314be826b5c5faa973a682dc3bc4d72", "signature": { "alg": "ed25519", "sig": "c973c578293a475126e5f004b4350a4c170fe6785b1b0a215f665da24fcde0d729eda314af8977127e81830629396eded445226b1ecd2b603fcc842e6d469202" } }, "receipt_sha256": "3cbf7df5689c8cc152dca3f580d24db7b314be826b5c5faa973a682dc3bc4d72" }, { "storm_id": "371239", "lat": 43.5282, "lon": -73.4382, "motion_east": 9.1, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1194.0, "ebshear": 45.0, "srh01": 65.0, "maxllaz": 0.004, "mesh": 0.36, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 6.1213 }, { "name": "tau", "value": 1.9806 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4188 }, "coherence_score": 1.980614185333252, "coherence_diagnostics": { "tau": 1.980614185333252, "grad_tau": 0.08468855917453766, "torsion": 0.0, "alignment": 6.121277809143066, "S_field": 0.6185347437858582, "Gamma_field": 0.20032145082950592, "S_over_Gamma": 3.0877110958099365, "Da": 11.55451488494873, "E_coh": 0.7668358683586121, "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": [ [ [ -73.5, 43.67 ], [ -73.46, 43.67 ], [ -73.44, 43.65 ], [ -73.43, 43.61 ], [ -73.41, 43.59 ], [ -73.41, 43.58 ], [ -73.35, 43.52 ], [ -73.35, 43.48 ], [ -73.39, 43.43 ], [ -73.38, 43.39 ], [ -73.4, 43.37 ], [ -73.44, 43.37 ], [ -73.46, 43.39 ], [ -73.46, 43.44 ], [ -73.54, 43.52 ], [ -73.53, 43.63 ], [ -73.5, 43.67 ] ] ] }, "raw_probability": 0.4188, "confidence_lo": 0.0053, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d95eb1f5cd237d147438f15bb2ea4a895ae97094d50eebdaba9765977c9c0610", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.4188, "probability": 0.00568, "confidence_lo": 0.005327, "confidence_hi": 0.005682, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1e2c9054fe25381a457df7e6af3a621bd3b33b092d492c923d2d0d864b0d6c8f", "signature": { "alg": "ed25519", "sig": "1924145a30429855f30b4f575015ca6521b94c82f898740ec2f54e19c35e57fb227cb4786ebe79ad4b15474dd05c66f51f6e1b05d4c8843253e85ea0ed381409" } }, "receipt_sha256": "1e2c9054fe25381a457df7e6af3a621bd3b33b092d492c923d2d0d864b0d6c8f" }, { "storm_id": "372511", "lat": 46.1156, "lon": -77.1167, "motion_east": 6.8, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1512.0, "ebshear": 29.0, "srh01": 71.0, "maxllaz": 0.001, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 71.0 }, { "name": "hrrr_pwat", "value": 28.1936 }, { "name": "alignment", "value": -5.7454 }, { "name": "tau", "value": 1.5713 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4146 }, "coherence_score": 1.5713156461715698, "coherence_diagnostics": { "tau": 1.5713156461715698, "grad_tau": 0.19519595801830292, "torsion": 0.0, "alignment": -5.745383262634277, "S_field": 0.31678149104118347, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 1.6644550561904907, "Da": 11.274935722351074, "E_coh": 0.39747846126556396, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.13, 46.16 ], [ -77.09, 46.15 ], [ -77.09, 46.11 ], [ -77.08, 46.09 ], [ -77.1, 46.07 ], [ -77.13, 46.07 ], [ -77.15, 46.09 ], [ -77.15, 46.14 ], [ -77.13, 46.16 ] ] ] }, "raw_probability": 0.4146, "confidence_lo": 0.0053, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2e63e84f1038b22e195a39c6586cf5f42497e94f9526e9f3927a2e996641ebcb", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.4146, "probability": 0.00568, "confidence_lo": 0.005327, "confidence_hi": 0.005682, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fadd68e1f8a1010e3977223ce78bd41842ad3eea9f94c67ad8013feefca3aec7", "signature": { "alg": "ed25519", "sig": "056d33a46f545d52d51d8e977d4a84a2e7d4d80653b86c6244fb4e44e481d4d029ccb319dde6f69bba5e26d2b91c6fc891f8915894043b2796a7123b2fe0dd00" } }, "receipt_sha256": "fadd68e1f8a1010e3977223ce78bd41842ad3eea9f94c67ad8013feefca3aec7" }, { "storm_id": "372508", "lat": 46.808, "lon": -77.582, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0042, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1081.0, "ebshear": 26.0, "srh01": 76.0, "maxllaz": 0.0, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 76.0 }, { "name": "hrrr_pwat", "value": 33.1936 }, { "name": "alignment", "value": -7.3726 }, { "name": "tau", "value": 1.3798 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.3796 }, "coherence_score": 1.379833698272705, "coherence_diagnostics": { "tau": 1.379833698272705, "grad_tau": 0.2530669569969177, "torsion": 0.0, "alignment": -7.372556686401367, "S_field": 0.3357316255569458, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.9711647033691406, "Da": 10.232921600341797, "E_coh": 0.3808997571468353, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.59, 46.84 ], [ -77.56, 46.84 ], [ -77.54, 46.83 ], [ -77.55, 46.82 ], [ -77.55, 46.79 ], [ -77.57, 46.77 ], [ -77.61, 46.76 ], [ -77.63, 46.77 ], [ -77.63, 46.82 ], [ -77.59, 46.84 ] ] ] }, "raw_probability": 0.3796, "confidence_lo": 0.0034, "confidence_hi": 0.0042, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f98ebc09aa9cdb962d557713f2b151a9e6dd0b215b6753ca36dce9e6697f111f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.3796, "probability": 0.004216, "confidence_lo": 0.003376, "confidence_hi": 0.004219, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5b0e020e5ca7ad086a48c3faf53d9c295834952bd28ddd9dcc648c8e920a5780", "signature": { "alg": "ed25519", "sig": "b0f639b2e9d7113134c66b5107f9057ffaa8beab36b03b0afd337a71e5f9d2af6f500522c8c2d6f52b9849868d544f0d670009da588b6c0c3fdf035938de910e" } }, "receipt_sha256": "5b0e020e5ca7ad086a48c3faf53d9c295834952bd28ddd9dcc648c8e920a5780" }, { "storm_id": "372481", "lat": 43.2756, "lon": -73.4822, "motion_east": 9.2, "motion_south": -9.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0033, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1227.0, "ebshear": 42.0, "srh01": 60.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 6.1213 }, { "name": "tau", "value": 1.9806 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3598 }, "coherence_score": 1.980614185333252, "coherence_diagnostics": { "tau": 1.980614185333252, "grad_tau": 0.08468855917453766, "torsion": 0.0, "alignment": 6.121277809143066, "S_field": 0.6185347437858582, "Gamma_field": 0.20032145082950592, "S_over_Gamma": 3.0877110958099365, "Da": 11.55451488494873, "E_coh": 0.7668358683586121, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.49, 43.3 ], [ -73.46, 43.3 ], [ -73.45, 43.29 ], [ -73.45, 43.26 ], [ -73.47, 43.24 ], [ -73.49, 43.24 ], [ -73.52, 43.27 ], [ -73.52, 43.28 ], [ -73.49, 43.3 ] ] ] }, "raw_probability": 0.3598, "confidence_lo": 0.0031, "confidence_hi": 0.0033, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5a10c95fc0f63b547429dabc235c6e407ebc21d17e519171ce360cd7a8e42d2c", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.3598, "probability": 0.003288, "confidence_lo": 0.003054, "confidence_hi": 0.003288, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "61cf3526b2cad22dcb58989227c91c689a4e3ea71fd1bf03cd739eb4c21ae804", "signature": { "alg": "ed25519", "sig": "0dda8ab94f2a37e857083b701b2fe4fcd8d2ee9cd779bf2cf47f194b0b80241c59c3f3e7a275ae1d2ab31cd79bd530f21c59ccbdba086081e17d6c022219d206" } }, "receipt_sha256": "61cf3526b2cad22dcb58989227c91c689a4e3ea71fd1bf03cd739eb4c21ae804" }, { "storm_id": "372115", "lat": 46.4138, "lon": -77.4385, "motion_east": 5.9, "motion_south": -3.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0033, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1295.0, "ebshear": 27.0, "srh01": 78.0, "maxllaz": 0.001, "mesh": 0.14, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 78.0 }, { "name": "hrrr_pwat", "value": 28.1936 }, { "name": "alignment", "value": -5.7454 }, { "name": "tau", "value": 1.5713 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3597 }, "coherence_score": 1.5713156461715698, "coherence_diagnostics": { "tau": 1.5713156461715698, "grad_tau": 0.19519595801830292, "torsion": 0.0, "alignment": -5.745383262634277, "S_field": 0.31678149104118347, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 1.6644550561904907, "Da": 11.274935722351074, "E_coh": 0.39747846126556396, "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": [ [ [ -77.45, 46.44 ], [ -77.4, 46.44 ], [ -77.39, 46.43 ], [ -77.4, 46.41 ], [ -77.39, 46.38 ], [ -77.42, 46.38 ], [ -77.46, 46.36 ], [ -77.45, 46.4 ], [ -77.47, 46.42 ], [ -77.48, 46.42 ], [ -77.48, 46.43 ], [ -77.46, 46.43 ], [ -77.45, 46.44 ] ] ] }, "raw_probability": 0.3597, "confidence_lo": 0.0031, "confidence_hi": 0.0033, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "88f225a9e569861177c05366a5ea13aa3442e27b9a827643230c956776cd0820", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.3597, "probability": 0.003288, "confidence_lo": 0.003054, "confidence_hi": 0.003288, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "89f383b6e79dbb83923f910c2e520416b6cd7ed893bc925c23dfd94094db12be", "signature": { "alg": "ed25519", "sig": "4e5f579f28a6b0aeea5314d9243e7d2c05d2da5f426ec3d79d925a36067a9be561e24b6b82a76449fb9b6e06e0f2f5adf0c01e7c30da51700132cde22c45ec02" } }, "receipt_sha256": "89f383b6e79dbb83923f910c2e520416b6cd7ed893bc925c23dfd94094db12be" }, { "storm_id": "372385", "lat": 45.8189, "lon": -76.8967, "motion_east": 6.5, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0031, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1745.0, "ebshear": 29.0, "srh01": 65.0, "maxllaz": 0.004, "mesh": 0.45, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 30.4436 }, { "name": "alignment", "value": -3.9304 }, { "name": "tau", "value": 1.8631 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3267 }, "coherence_score": 1.8631412982940674, "coherence_diagnostics": { "tau": 1.8631412982940674, "grad_tau": 0.11540134996175766, "torsion": 0.0, "alignment": -3.930375337600708, "S_field": 0.6956848502159119, "Gamma_field": 0.1744881272315979, "S_over_Gamma": 3.987004041671753, "Da": 10.154813766479492, "E_coh": 0.7208870649337769, "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": [ [ [ -76.91, 45.85 ], [ -76.87, 45.85 ], [ -76.86, 45.84 ], [ -76.86, 45.8 ], [ -76.88, 45.78 ], [ -76.92, 45.78 ], [ -76.93, 45.79 ], [ -76.93, 45.83 ], [ -76.91, 45.85 ] ] ] }, "raw_probability": 0.3267, "confidence_lo": 0.0031, "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": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "0ca4836c068dcfe679323e8147bc424a542afb6169529fc1253b98861bc846bb", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.3267, "probability": 0.003139, "confidence_lo": 0.003054, "confidence_hi": 0.003139, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e957ff2ea7fc66a8058f8b3a4ce129f606a62ad988938d869a6db2bb338f40f3", "signature": { "alg": "ed25519", "sig": "66e2a6e919f8a0d15a4c457a6729a6f5517b688bf703ff93731e6deaa5bb3c86532036c44c3646cf3c896d63adea1ee5e6f14b62edbedaaca9a97f3983b5b107" } }, "receipt_sha256": "e957ff2ea7fc66a8058f8b3a4ce129f606a62ad988938d869a6db2bb338f40f3" }, { "storm_id": "372421", "lat": 45.6726, "lon": -76.7226, "motion_east": 6.5, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1815.0, "ebshear": 28.0, "srh01": 51.0, "maxllaz": 0.003, "mesh": 0.3, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 30.4436 }, { "name": "alignment", "value": -3.9304 }, { "name": "tau", "value": 1.8631 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2751 }, "coherence_score": 1.8631412982940674, "coherence_diagnostics": { "tau": 1.8631412982940674, "grad_tau": 0.11540134996175766, "torsion": 0.0, "alignment": -3.930375337600708, "S_field": 0.6956848502159119, "Gamma_field": 0.1744881272315979, "S_over_Gamma": 3.987004041671753, "Da": 10.154813766479492, "E_coh": 0.7208870649337769, "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": [ [ [ -76.8, 45.75 ], [ -76.75, 45.75 ], [ -76.73, 45.74 ], [ -76.7, 45.71 ], [ -76.7, 45.69 ], [ -76.67, 45.66 ], [ -76.67, 45.65 ], [ -76.64, 45.62 ], [ -76.63, 45.62 ], [ -76.62, 45.6 ], [ -76.63, 45.59 ], [ -76.67, 45.6 ], [ -76.72, 45.64 ], [ -76.77, 45.65 ], [ -76.79, 45.67 ], [ -76.8, 45.67 ], [ -76.82, 45.69 ], [ -76.82, 45.73 ], [ -76.8, 45.75 ] ] ] }, "raw_probability": 0.2751, "confidence_lo": 0.002, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "345632dc7c865a8226eade8a328a714948ec6ec03d82bbad0deb84f1e1ac05d7", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.2751, "probability": 0.0022, "confidence_lo": 0.002047, "confidence_hi": 0.0022, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "135df4df38a8ad59082866af7c1f139e8c7d580381a582fe61fa48c6a7144c08", "signature": { "alg": "ed25519", "sig": "d28efa782ce7a7655e7ad718831a97448197a7e237a655df2a556b7c22fc10cc352d6cf4e2e528aacd9a6fbe3a50efd96eca66f817c1dee65011094c5bffc00b" } }, "receipt_sha256": "135df4df38a8ad59082866af7c1f139e8c7d580381a582fe61fa48c6a7144c08" }, { "storm_id": "372024", "lat": 43.1411, "lon": -73.5711, "motion_east": 9.4, "motion_south": -9.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1364.0, "ebshear": 42.0, "srh01": 56.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 6.1213 }, { "name": "tau", "value": 1.9806 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2741 }, "coherence_score": 1.980614185333252, "coherence_diagnostics": { "tau": 1.980614185333252, "grad_tau": 0.08468855917453766, "torsion": 0.0, "alignment": 6.121277809143066, "S_field": 0.6185347437858582, "Gamma_field": 0.20032145082950592, "S_over_Gamma": 3.0877110958099365, "Da": 11.55451488494873, "E_coh": 0.7668358683586121, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.59, 43.19 ], [ -73.54, 43.19 ], [ -73.51, 43.16 ], [ -73.51, 43.12 ], [ -73.55, 43.08 ], [ -73.6, 43.08 ], [ -73.62, 43.1 ], [ -73.63, 43.16 ], [ -73.59, 43.19 ] ] ] }, "raw_probability": 0.2741, "confidence_lo": 0.002, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "75890d7ab28290a32735c367c117c9a145a958d69e9e1f0a2326c8917e024e6c", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.2741, "probability": 0.0022, "confidence_lo": 0.002047, "confidence_hi": 0.0022, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "34c7569141dc0cac3f209d8567f8272ee6e34e03803c7930a313d839e670226a", "signature": { "alg": "ed25519", "sig": "4db2f00baaac1624fd5690e82ab080ddf43c73f898d579d45bdaedcb2ceb4e59cea2b1b2dbd02573fb0238bdffee7c692d86da2d811f10574fc4638670f91306" } }, "receipt_sha256": "34c7569141dc0cac3f209d8567f8272ee6e34e03803c7930a313d839e670226a" }, { "storm_id": "371402", "lat": 45.6159, "lon": -76.3555, "motion_east": 7.0, "motion_south": -7.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1595.0, "ebshear": 31.0, "srh01": 53.0, "maxllaz": 0.004, "mesh": 0.4, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 30.4436 }, { "name": "alignment", "value": -3.9304 }, { "name": "tau", "value": 1.8631 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2443 }, "coherence_score": 1.8631412982940674, "coherence_diagnostics": { "tau": 1.8631412982940674, "grad_tau": 0.11540134996175766, "torsion": 0.0, "alignment": -3.930375337600708, "S_field": 0.6956848502159119, "Gamma_field": 0.1744881272315979, "S_over_Gamma": 3.987004041671753, "Da": 10.154813766479492, "E_coh": 0.7208870649337769, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.38, 45.75 ], [ -76.34, 45.75 ], [ -76.32, 45.72 ], [ -76.32, 45.68 ], [ -76.34, 45.65 ], [ -76.34, 45.6 ], [ -76.33, 45.59 ], [ -76.33, 45.56 ], [ -76.31, 45.54 ], [ -76.29, 45.5 ], [ -76.29, 45.48 ], [ -76.33, 45.48 ], [ -76.35, 45.47 ], [ -76.34, 45.49 ], [ -76.42, 45.56 ], [ -76.42, 45.59 ], [ -76.39, 45.64 ], [ -76.39, 45.66 ], [ -76.41, 45.68 ], [ -76.4, 45.69 ], [ -76.4, 45.72 ], [ -76.38, 45.75 ] ] ] }, "raw_probability": 0.2443, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8125240beefdc6b656fbb14b69f6ab4e07c3522d4b2e77ca2d1b821c34015aa1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.2443, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0ff925df0186993fd19d34a4987808b47f745104d6cf9ca1b218a1f3a8d2b8df", "signature": { "alg": "ed25519", "sig": "3578625b7e30969c3da1cf99b58429327c9a0fb156e231768be09d5c161c04208dd69c51c30b738c035874b44b21b3c2a650b42e0c7409c743bf522203e21707" } }, "receipt_sha256": "0ff925df0186993fd19d34a4987808b47f745104d6cf9ca1b218a1f3a8d2b8df" }, { "storm_id": "372509", "lat": 46.3407, "lon": -77.7907, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1168.0, "ebshear": 28.0, "srh01": 50.0, "maxllaz": 0.001, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 28.1936 }, { "name": "alignment", "value": -5.7454 }, { "name": "tau", "value": 1.5713 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2441 }, "coherence_score": 1.5713156461715698, "coherence_diagnostics": { "tau": 1.5713156461715698, "grad_tau": 0.19519595801830292, "torsion": 0.0, "alignment": -5.745383262634277, "S_field": 0.31678149104118347, "Gamma_field": 0.1903214454650879, "S_over_Gamma": 1.6644550561904907, "Da": 11.274935722351074, "E_coh": 0.39747846126556396, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.79, 46.4 ], [ -77.76, 46.4 ], [ -77.76, 46.38 ], [ -77.73, 46.34 ], [ -77.75, 46.32 ], [ -77.75, 46.29 ], [ -77.77, 46.27 ], [ -77.8, 46.27 ], [ -77.82, 46.28 ], [ -77.85, 46.32 ], [ -77.85, 46.35 ], [ -77.84, 46.37 ], [ -77.81, 46.38 ], [ -77.79, 46.4 ] ] ] }, "raw_probability": 0.2441, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "b7c009ad9da6492daf38a48732ee5282d10b09a697faa89b33a161a88f943887", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.2441, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4913450f24276b31430e0594e6b9363d3756751da2b49eb689996fda89ce1544", "signature": { "alg": "ed25519", "sig": "62ae2a674292f9e8f361e86736c6241ea454d8fc00beacc4258f00c1b98087f14cccbcc46263f86a6487e1bd200a363fae8fb34f75d0053cabbc0fa54c5e0c00" } }, "receipt_sha256": "4913450f24276b31430e0594e6b9363d3756751da2b49eb689996fda89ce1544" }, { "storm_id": "372486", "lat": 41.8493, "lon": -72.746, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1323.0, "ebshear": 43.0, "srh01": 84.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 24.9436 }, { "name": "alignment", "value": 1.0114 }, { "name": "tau", "value": 1.8096 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2391 }, "coherence_score": 1.8096458911895752, "coherence_diagnostics": { "tau": 1.8096458911895752, "grad_tau": 0.06751418858766556, "torsion": 0.0, "alignment": 1.011425256729126, "S_field": 0.5494632720947266, "Gamma_field": 0.23615477979183197, "S_over_Gamma": 2.3267083168029785, "Da": 13.118101119995117, "E_coh": 0.8135145902633667, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.72, 41.88 ], [ -72.72, 41.87 ], [ -72.7, 41.85 ], [ -72.7, 41.83 ], [ -72.72, 41.82 ], [ -72.74, 41.83 ], [ -72.77, 41.83 ], [ -72.78, 41.82 ], [ -72.79, 41.83 ], [ -72.79, 41.85 ], [ -72.78, 41.85 ], [ -72.77, 41.87 ], [ -72.76, 41.86 ], [ -72.73, 41.87 ], [ -72.72, 41.88 ] ] ] }, "raw_probability": 0.2391, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "60cb52310b5ed446939b661d487c65deeae60efb3b1aa0243d0e68f93678c043", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.2391, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93e3023b24babd7cc56cb023f9227a3d94e26e07c60a4ca235404f1a38738bdf", "signature": { "alg": "ed25519", "sig": "2482c3cbed19aada943c82a1959bc1d84d2d3adcbf24a544d93144b7ccfea5f8830de02aea5c3b80c15bfa6dda474123aeed548801267f73e2f7648e85194a00" } }, "receipt_sha256": "93e3023b24babd7cc56cb023f9227a3d94e26e07c60a4ca235404f1a38738bdf" }, { "storm_id": "372251", "lat": 42.398, "lon": -79.494, "motion_east": 7.4, "motion_south": 2.6, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 892.0, "ebshear": 14.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 25.8186 }, { "name": "alignment", "value": 9.3785 }, { "name": "tau", "value": 1.3332 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.239 }, "coherence_score": 1.3331630229949951, "coherence_diagnostics": { "tau": 1.3331630229949951, "grad_tau": 0.13633093237876892, "torsion": 0.0, "alignment": 9.37851619720459, "S_field": 0.27686938643455505, "Gamma_field": 0.19448812305927277, "S_over_Gamma": 1.4235799312591553, "Da": 12.502046585083008, "E_coh": 0.6378040313720703, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.54, 42.43 ], [ -79.52, 42.43 ], [ -79.51, 42.42 ], [ -79.45, 42.42 ], [ -79.43, 42.4 ], [ -79.43, 42.37 ], [ -79.45, 42.35 ], [ -79.53, 42.36 ], [ -79.54, 42.37 ], [ -79.54, 42.43 ] ] ] }, "raw_probability": 0.239, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "aff552e2b8a750c4343ddda96118f441afaab8317361780b5797ed38ea57d942", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.239, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5bcdab0ee9a20d021652323b0fc2cce46823d6ef5ca261a9519604cb34593aa0", "signature": { "alg": "ed25519", "sig": "7aac4dfae19d2adaa19a5fc3c0e9dabe2ec3cfc735a98ac628f96f38fd0e41240d9919eb48ccb146ce0e240751ce66e5d6d4d894a30c9040ee8c5825479de606" } }, "receipt_sha256": "5bcdab0ee9a20d021652323b0fc2cce46823d6ef5ca261a9519604cb34593aa0" }, { "storm_id": "372510", "lat": 46.2825, "lon": -78.07, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1334.0, "ebshear": 27.0, "srh01": 21.0, "maxllaz": 0.001, "mesh": 0.54, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 32.6936 }, { "name": "alignment", "value": -6.0559 }, { "name": "tau", "value": 1.4701 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2061 }, "coherence_score": 1.4701082706451416, "coherence_diagnostics": { "tau": 1.4701082706451416, "grad_tau": 0.14589011669158936, "torsion": 0.0, "alignment": -6.055904388427734, "S_field": 0.41407787799835205, "Gamma_field": 0.17948812246322632, "S_over_Gamma": 2.306993246078491, "Da": 11.5311918258667, "E_coh": 0.5493994355201721, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.06, 46.32 ], [ -78.04, 46.31 ], [ -78.03, 46.29 ], [ -78.03, 46.26 ], [ -78.05, 46.24 ], [ -78.08, 46.23 ], [ -78.1, 46.24 ], [ -78.11, 46.26 ], [ -78.11, 46.3 ], [ -78.1, 46.31 ], [ -78.07, 46.31 ], [ -78.06, 46.32 ] ] ] }, "raw_probability": 0.2061, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5647826cc90fef1c140e229e789a1c8b576b011e14159cb9c20a074966e8da9c", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.2061, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6d03181bd387ccaf98b9e0bdbaee572d58b5a055179d29b71425938208f4a0ed", "signature": { "alg": "ed25519", "sig": "5becba6fb1c05e6875dba83aab612b0d61585d797eab306dea0d545245d7758fdef6cb7c988785fec1a3d49a2b4967b0e8334be2523a19bd55150daa3b18790a" } }, "receipt_sha256": "6d03181bd387ccaf98b9e0bdbaee572d58b5a055179d29b71425938208f4a0ed" }, { "storm_id": "372512", "lat": 45.4456, "lon": -76.4389, "motion_east": 6.9, "motion_south": -7.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1590.0, "ebshear": 29.0, "srh01": 29.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 30.4436 }, { "name": "alignment", "value": -3.9304 }, { "name": "tau", "value": 1.8631 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1993 }, "coherence_score": 1.8631412982940674, "coherence_diagnostics": { "tau": 1.8631412982940674, "grad_tau": 0.11540134996175766, "torsion": 0.0, "alignment": -3.930375337600708, "S_field": 0.6956848502159119, "Gamma_field": 0.1744881272315979, "S_over_Gamma": 3.987004041671753, "Da": 10.154813766479492, "E_coh": 0.7208870649337769, "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": [ [ [ -76.45, 45.48 ], [ -76.42, 45.48 ], [ -76.38, 45.45 ], [ -76.38, 45.44 ], [ -76.43, 45.4 ], [ -76.46, 45.4 ], [ -76.49, 45.42 ], [ -76.49, 45.46 ], [ -76.45, 45.48 ] ] ] }, "raw_probability": 0.1993, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "103e1a8ec265fa2d95637a3d585bc51327854946edcc2628fd2fa89bf6da5405", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1993, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "13418ad43c3308a1cbb87b7f9fbb9795726e9a8f275ff57a833c52c07d56019e", "signature": { "alg": "ed25519", "sig": "f3397cd3691724aaa607a606b3f1750df5b08b435a28caee35ec42dbf109d9b6f407be9efa32eca2e9ccdbebc731e100652e065df92dd36236fa22bd65d9fc01" } }, "receipt_sha256": "13418ad43c3308a1cbb87b7f9fbb9795726e9a8f275ff57a833c52c07d56019e" }, { "storm_id": "372323", "lat": 44.7507, "lon": -77.3013, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1327.0, "ebshear": 23.0, "srh01": 35.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 28.6936 }, { "name": "alignment", "value": 6.2538 }, { "name": "tau", "value": 1.7082 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.167 }, "coherence_score": 1.7082271575927734, "coherence_diagnostics": { "tau": 1.7082271575927734, "grad_tau": 0.16368743777275085, "torsion": 0.0, "alignment": 6.253818511962891, "S_field": 0.37277165055274963, "Gamma_field": 0.15282145142555237, "S_over_Gamma": 2.439262628555298, "Da": 8.631536483764648, "E_coh": 0.6328802704811096, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.32, 44.79 ], [ -77.28, 44.79 ], [ -77.26, 44.78 ], [ -77.26, 44.76 ], [ -77.28, 44.75 ], [ -77.26, 44.74 ], [ -77.26, 44.73 ], [ -77.3, 44.72 ], [ -77.31, 44.71 ], [ -77.33, 44.71 ], [ -77.34, 44.72 ], [ -77.34, 44.74 ], [ -77.33, 44.75 ], [ -77.33, 44.78 ], [ -77.32, 44.79 ] ] ] }, "raw_probability": 0.167, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "43172c216584936ad2d916b63c0a4c4aae7e1d688b38bb1e1b5d84fcf8550800", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.167, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d96de0b15cda17678690061d3d4b289bcb86ddcd6da7528f00cc14850c461919", "signature": { "alg": "ed25519", "sig": "4b63bcefce7fd9df36bb2866468719c79078b8a5ab0ccb786649819246a50ff03f7bb0864437c8fd9ac18c6d410949245271899d354c1912ef1f6129fe589f00" } }, "receipt_sha256": "d96de0b15cda17678690061d3d4b289bcb86ddcd6da7528f00cc14850c461919" }, { "storm_id": "372448", "lat": 42.691, "lon": -73.721, "motion_east": 9.0, "motion_south": -8.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1601.0, "ebshear": 40.0, "srh01": 53.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 24.0686 }, { "name": "alignment", "value": 3.8716 }, { "name": "tau", "value": 1.8583 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.153 }, "coherence_score": 1.8582905530929565, "coherence_diagnostics": { "tau": 1.8582905530929565, "grad_tau": 0.1481926590204239, "torsion": 0.0, "alignment": 3.87158203125, "S_field": 0.42495566606521606, "Gamma_field": 0.22865478694438934, "S_over_Gamma": 1.8585032224655151, "Da": 12.766372680664062, "E_coh": 0.7717694640159607, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.74, 42.72 ], [ -73.71, 42.72 ], [ -73.7, 42.71 ], [ -73.68, 42.67 ], [ -73.69, 42.65 ], [ -73.71, 42.65 ], [ -73.74, 42.67 ], [ -73.75, 42.69 ], [ -73.75, 42.71 ], [ -73.74, 42.72 ] ] ] }, "raw_probability": 0.153, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5fb6fdd7a92bb5b59dd83ef426530297122bf80ab177ac28e8b7c3cd4fea2d13", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.153, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "992659c0f3ec0db545195a93daf1a18982d8c7a758598c59a1c5e6a842f24615", "signature": { "alg": "ed25519", "sig": "41f772b5572305e7924f9e14dcb6dde94471f61172bba05001b21d375928c3896ac8c223c9a109faacb78892db15becb874974130e14e69c529781db82e50a0b" } }, "receipt_sha256": "992659c0f3ec0db545195a93daf1a18982d8c7a758598c59a1c5e6a842f24615" }, { "storm_id": "372119", "lat": 45.1867, "lon": -76.6267, "motion_east": 6.3, "motion_south": -6.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1401.0, "ebshear": 29.0, "srh01": 18.0, "maxllaz": 0.004, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 30.4436 }, { "name": "alignment", "value": -3.9304 }, { "name": "tau", "value": 1.8631 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1497 }, "coherence_score": 1.8631412982940674, "coherence_diagnostics": { "tau": 1.8631412982940674, "grad_tau": 0.11540134996175766, "torsion": 0.0, "alignment": -3.930375337600708, "S_field": 0.6956848502159119, "Gamma_field": 0.1744881272315979, "S_over_Gamma": 3.987004041671753, "Da": 10.154813766479492, "E_coh": 0.7208870649337769, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.63, 45.25 ], [ -76.59, 45.25 ], [ -76.6, 45.23 ], [ -76.57, 45.19 ], [ -76.57, 45.18 ], [ -76.63, 45.15 ], [ -76.62, 45.12 ], [ -76.66, 45.12 ], [ -76.66, 45.14 ], [ -76.68, 45.17 ], [ -76.68, 45.19 ], [ -76.63, 45.25 ] ] ] }, "raw_probability": 0.1497, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "694f136cb24391a782b51857c3aa8d6e7f4b512d7d512856e84e44523f447fdb", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1497, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d41aa9f3a765951f89adc758655dcba9ee921fdb24793de189bb26b32ffa38d", "signature": { "alg": "ed25519", "sig": "aca0add8bd8bdd6a37fef223bde9fa1e700d2f85bdd171a5458c9a2ed6b6e86f3d95dfd91667cc986e22e4d77b9095065bbe397b11f93f2cdfdfe80d0bd9f80e" } }, "receipt_sha256": "7d41aa9f3a765951f89adc758655dcba9ee921fdb24793de189bb26b32ffa38d" }, { "storm_id": "372078", "lat": 48.9211, "lon": -110.0222, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 768.0, "ebshear": 40.0, "srh01": 85.0, "maxllaz": 0.005, "mesh": 0.32, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 85.0 }, { "name": "hrrr_pwat", "value": 15.3186 }, { "name": "alignment", "value": -3.7067 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1495 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4798162579536438, "torsion": 0.0, "alignment": -3.7066707611083984, "S_field": 0.30815812945365906, "Gamma_field": 0.15532144904136658, "S_over_Gamma": 1.9840024709701538, "Da": 8.79882526397705, "E_coh": 0.7235443592071533, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.04, 48.96 ], [ -109.99, 48.96 ], [ -109.97, 48.94 ], [ -109.97, 48.91 ], [ -110.01, 48.87 ], [ -110.04, 48.87 ], [ -110.07, 48.89 ], [ -110.07, 48.93 ], [ -110.04, 48.96 ] ] ] }, "raw_probability": 0.1495, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f35e1652f94fd19a281d97ec952eccf263cde0f1e29d2c2bd02a9b7864ddd93f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1495, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "da331612362fee9b8a252fb2a0eef49405856409433531b486285b7e9748dae4", "signature": { "alg": "ed25519", "sig": "fc90aa05f1e7bbac5fb852363a73e593ae5696e397bb867f18d2bb247a3456914cd1df1e14a8f00b098ef79444ccf11682a6fe4352106cc46e471ff990da4f09" } }, "receipt_sha256": "da331612362fee9b8a252fb2a0eef49405856409433531b486285b7e9748dae4" }, { "storm_id": "372305", "lat": 28.558, "lon": -87.594, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0021, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4302.0, "ebshear": 10.0, "srh01": 28.0, "maxllaz": 0.0, "mesh": 0.4, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 37.6936 }, { "name": "alignment", "value": -4.3022 }, { "name": "tau", "value": 3.8865 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1471 }, "coherence_score": 3.886544942855835, "coherence_diagnostics": { "tau": 3.886544942855835, "grad_tau": 0.4308454990386963, "torsion": 0.0, "alignment": -4.302194118499756, "S_field": 1.469968318939209, "Gamma_field": 0.20115478336811066, "S_over_Gamma": 7.307647705078125, "Da": 12.175108909606934, "E_coh": 0.9266983270645142, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.65, 28.59 ], [ -87.57, 28.59 ], [ -87.56, 28.58 ], [ -87.57, 28.57 ], [ -87.57, 28.54 ], [ -87.58, 28.52 ], [ -87.59, 28.52 ], [ -87.6, 28.53 ], [ -87.6, 28.55 ], [ -87.65, 28.59 ] ] ] }, "raw_probability": 0.1471, "confidence_lo": 0.002, "confidence_hi": 0.0021, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3105ce3e879232fdb164faad275cd1206baa1bc5172d842bf30b43d29ef3f8ca", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1471, "probability": 0.002074, "confidence_lo": 0.002047, "confidence_hi": 0.002074, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "04013e29d039d3e9bcbc58248124895b74dd6af78c2692c37478e09ce6ef235b", "signature": { "alg": "ed25519", "sig": "ad22de3a4db32612553380aef2f3f12323393666686c1576035a84520e0bfb562886bd00a571976ea110a87015e10be69c69e2c28118f0565117d3d3a7b64607" } }, "receipt_sha256": "04013e29d039d3e9bcbc58248124895b74dd6af78c2692c37478e09ce6ef235b" }, { "storm_id": "372155", "lat": 42.955, "lon": -73.6633, "motion_east": 9.4, "motion_south": -9.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.002, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1469.0, "ebshear": 41.0, "srh01": 46.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 24.0686 }, { "name": "alignment", "value": 3.8716 }, { "name": "tau", "value": 1.8583 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1412 }, "coherence_score": 1.8582905530929565, "coherence_diagnostics": { "tau": 1.8582905530929565, "grad_tau": 0.1481926590204239, "torsion": 0.0, "alignment": 3.87158203125, "S_field": 0.42495566606521606, "Gamma_field": 0.22865478694438934, "S_over_Gamma": 1.8585032224655151, "Da": 12.766372680664062, "E_coh": 0.7717694640159607, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.67, 43.02 ], [ -73.64, 43.01 ], [ -73.62, 42.99 ], [ -73.62, 42.96 ], [ -73.63, 42.95 ], [ -73.63, 42.93 ], [ -73.66, 42.9 ], [ -73.66, 42.89 ], [ -73.7, 42.89 ], [ -73.73, 42.93 ], [ -73.73, 42.97 ], [ -73.67, 43.02 ] ] ] }, "raw_probability": 0.1412, "confidence_lo": 0.0019, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f58037553882589db843eaeb39d6ecf5b07af00b8ddbd5ad0074b32645312bd5", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1412, "probability": 0.001997, "confidence_lo": 0.001855, "confidence_hi": 0.001997, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ed8ea20e8d957e1f9843747aa6ba13368b0462f82aaff90ca248ac3dd4710733", "signature": { "alg": "ed25519", "sig": "88c1934136c6b88a105389cd7bc0315e332027e675de3ee4593b541be681c4cdb0e13f2ab8382ba3a9f3175b9315a28928d00f12c2bc7c68f39325f4d793c80f" } }, "receipt_sha256": "ed8ea20e8d957e1f9843747aa6ba13368b0462f82aaff90ca248ac3dd4710733" }, { "storm_id": "372382", "lat": 47.5256, "lon": -82.9281, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.002, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 11.0, "ebshear": 17.0, "srh01": 76.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 76.0 }, { "name": "hrrr_pwat", "value": 25.6936 }, { "name": "alignment", "value": 10.7813 }, { "name": "tau", "value": 0.6282 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1338 }, "coherence_score": 0.6282382607460022, "coherence_diagnostics": { "tau": 0.6282382607460022, "grad_tau": 0.2487984150648117, "torsion": 0.0, "alignment": 10.781285285949707, "S_field": 0.1584452986717224, "Gamma_field": 0.1578214466571808, "S_over_Gamma": 1.0039528608322144, "Da": 9.82020092010498, "E_coh": 0.05731523036956787, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.97, 47.59 ], [ -82.96, 47.58 ], [ -82.93, 47.58 ], [ -82.93, 47.55 ], [ -82.92, 47.54 ], [ -82.9, 47.53 ], [ -82.85, 47.53 ], [ -82.85, 47.5 ], [ -82.86, 47.5 ], [ -82.91, 47.44 ], [ -82.94, 47.44 ], [ -82.95, 47.45 ], [ -82.95, 47.49 ], [ -82.98, 47.52 ], [ -82.98, 47.58 ], [ -82.97, 47.59 ] ] ] }, "raw_probability": 0.1338, "confidence_lo": 0.0019, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "fa88d86eba5a4c7c7fa58a99a19270bd2a4f8b27737177f7aadc63a91dcff4ae", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1338, "probability": 0.001997, "confidence_lo": 0.001855, "confidence_hi": 0.001997, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eca98c5a8d43c2322827cc02be8cb290adca3ccf6fb263cefa59108764fe5aa7", "signature": { "alg": "ed25519", "sig": "8b7558240b51a3e4ee199e8ecac96e6bd80f6fda15cc0a365bd103bf69ac0d75cac97461dd146cd4a962032b972e400ea54d121880c333bb2341a8136a44b50e" } }, "receipt_sha256": "eca98c5a8d43c2322827cc02be8cb290adca3ccf6fb263cefa59108764fe5aa7" }, { "storm_id": "372306", "lat": 28.3422, "lon": -80.5367, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.002, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2783.0, "ebshear": 10.0, "srh01": 39.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 50.1936 }, { "name": "alignment", "value": -1.4434 }, { "name": "tau", "value": 2.8595 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1333 }, "coherence_score": 2.8594727516174316, "coherence_diagnostics": { "tau": 2.8594727516174316, "grad_tau": 0.6644272208213806, "torsion": 0.0, "alignment": -1.4433695077896118, "S_field": 0.5272740125656128, "Gamma_field": 0.37198811769485474, "S_over_Gamma": 1.4174485206604004, "Da": 23.43024444580078, "E_coh": 0.9215021729469299, "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": [ [ [ -80.52, 28.37 ], [ -80.5, 28.36 ], [ -80.5, 28.3 ], [ -80.56, 28.3 ], [ -80.57, 28.31 ], [ -80.57, 28.35 ], [ -80.56, 28.36 ], [ -80.53, 28.36 ], [ -80.52, 28.37 ] ] ] }, "raw_probability": 0.1333, "confidence_lo": 0.0019, "confidence_hi": 0.002, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f36536a464916ab92a9e6433e3fb6ccba2972bdb2ce1b3c91cdad7d50244ff1c", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1333, "probability": 0.001997, "confidence_lo": 0.001855, "confidence_hi": 0.001997, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d5912cb7bbcf75759642520e0cdd9e5a648827966153b6db7824133ef2ecc57f", "signature": { "alg": "ed25519", "sig": "201b4aa36b170ac769273ab6e21a7bf47b1c676889074a02eb49a6599bef59c6a8453b5ebedc8503c316639d2a84495a143bc8605e930b637f7c81b93ccebb06" } }, "receipt_sha256": "d5912cb7bbcf75759642520e0cdd9e5a648827966153b6db7824133ef2ecc57f" }, { "storm_id": "371599", "lat": 39.251, "lon": -104.953, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 625.0, "ebshear": 25.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 20.3186 }, { "name": "alignment", "value": -4.9212 }, { "name": "tau", "value": 0.4339 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1293 }, "coherence_score": 0.4338828921318054, "coherence_diagnostics": { "tau": 0.4338828921318054, "grad_tau": 0.012353871949017048, "torsion": 0.0, "alignment": -4.921195983886719, "S_field": 0.32781562209129333, "Gamma_field": 0.6044881343841553, "S_over_Gamma": 0.5423028469085693, "Da": 36.514671325683594, "E_coh": 0.6956138610839844, "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": [ [ [ -104.98, 39.29 ], [ -104.93, 39.29 ], [ -104.92, 39.28 ], [ -104.91, 39.26 ], [ -104.91, 39.23 ], [ -104.93, 39.19 ], [ -104.97, 39.19 ], [ -105.0, 39.22 ], [ -105.0, 39.27 ], [ -104.98, 39.29 ] ] ] }, "raw_probability": 0.1293, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "b2a69a45fc86f4287a5d7ab41981679671a50acb586a99eaabfb9c964cab59c0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1293, "probability": 0.001932, "confidence_lo": 0.001735, "confidence_hi": 0.001933, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "81ca68f16233f63a4a5cc05405e8063986c5136cc759b84adf398a557ba754df", "signature": { "alg": "ed25519", "sig": "1a194edc8f5855ee2cf8acff3cc992d0b18031d3c235024bd3127baf5bfa20c1bdba95bb3d1cfdaf581fc5b85be6b217c8b938c251e18f65051d601b86eda802" } }, "receipt_sha256": "81ca68f16233f63a4a5cc05405e8063986c5136cc759b84adf398a557ba754df" }, { "storm_id": "372496", "lat": 31.161, "lon": -81.471, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3346.0, "ebshear": 21.0, "srh01": 53.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 52.6936 }, { "name": "alignment", "value": 0.4357 }, { "name": "tau", "value": 3.3206 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1275 }, "coherence_score": 3.32058048248291, "coherence_diagnostics": { "tau": 3.32058048248291, "grad_tau": 0.7282955646514893, "torsion": 0.0, "alignment": 0.43568482995033264, "S_field": 1.612644910812378, "Gamma_field": 0.30532148480415344, "S_over_Gamma": 5.281793117523193, "Da": 19.524213790893555, "E_coh": 1.001334309577942, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.52, 31.18 ], [ -81.44, 31.18 ], [ -81.42, 31.17 ], [ -81.42, 31.16 ], [ -81.44, 31.14 ], [ -81.45, 31.15 ], [ -81.48, 31.15 ], [ -81.5, 31.14 ], [ -81.52, 31.16 ], [ -81.52, 31.18 ] ] ] }, "raw_probability": 0.1275, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "92b8137a149c46ef6d154cd960f953cbf1833d1d8c42829164b23ab573cc1e54", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1275, "probability": 0.001932, "confidence_lo": 0.001735, "confidence_hi": 0.001933, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bf97d20271dd4e2a679c7400e3e5262b2801e4192e0129007272e7d69fba4acb", "signature": { "alg": "ed25519", "sig": "44c25cd318ba49e813b263ed21c9635c296180865080c9ba5a28ff5d07135c1252b11eb544778b339f6e945047deb65ebdf422c47f9c054364067da824dd3c0d" } }, "receipt_sha256": "bf97d20271dd4e2a679c7400e3e5262b2801e4192e0129007272e7d69fba4acb" }, { "storm_id": "372360", "lat": 27.6403, "lon": -82.311, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1439.0, "ebshear": 14.0, "srh01": 35.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 53.6936 }, { "name": "alignment", "value": -1.289 }, { "name": "tau", "value": 3.0012 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1272 }, "coherence_score": 3.001183271408081, "coherence_diagnostics": { "tau": 3.001183271408081, "grad_tau": 0.72161865234375, "torsion": 0.0, "alignment": -1.2889864444732666, "S_field": 0.9079377055168152, "Gamma_field": 0.2619881331920624, "S_over_Gamma": 3.4655680656433105, "Da": 16.318748474121094, "E_coh": 0.9659075140953064, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.49, 27.81 ], [ -82.47, 27.8 ], [ -82.44, 27.8 ], [ -82.36, 27.72 ], [ -82.36, 27.66 ], [ -82.38, 27.63 ], [ -82.36, 27.61 ], [ -82.35, 27.62 ], [ -82.33, 27.61 ], [ -82.31, 27.63 ], [ -82.29, 27.63 ], [ -82.27, 27.65 ], [ -82.23, 27.66 ], [ -82.19, 27.7 ], [ -82.12, 27.7 ], [ -82.08, 27.68 ], [ -82.06, 27.65 ], [ -82.06, 27.62 ], [ -82.08, 27.6 ], [ -82.15, 27.6 ], [ -82.18, 27.62 ], [ -82.19, 27.61 ], [ -82.21, 27.61 ], [ -82.23, 27.59 ], [ -82.25, 27.55 ], [ -82.23, 27.51 ], [ -82.24, 27.46 ], [ -82.26, 27.44 ], [ -82.32, 27.44 ], [ -82.4, 27.54 ], [ -82.4, 27.59 ], [ -82.43, 27.61 ], [ -82.46, 27.61 ], [ -82.5, 27.66 ], [ -82.5, 27.68 ], [ -82.49, 27.69 ], [ -82.49, 27.78 ], [ -82.48, 27.79 ], [ -82.49, 27.81 ] ] ] }, "raw_probability": 0.1272, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "e215bc37e71b15f32ac5c491f7d13d68d29ee3986510c800bb61671edcb00223", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1272, "probability": 0.001932, "confidence_lo": 0.001668, "confidence_hi": 0.001933, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "abc1a368ea305d4f00010fba053999bd1c0fba9f00481e65689cf0a990a3de9e", "signature": { "alg": "ed25519", "sig": "e2e2f8ab13a5d13ea043ffe021c358eff550a8c8f7ca795c58e1b7ef09038cbbcd441d3f066a5556d4553a0ae7e9c4d5d9526a2e21aeb38142b1c868d2b9070f" } }, "receipt_sha256": "abc1a368ea305d4f00010fba053999bd1c0fba9f00481e65689cf0a990a3de9e" }, { "storm_id": "372397", "lat": 42.63, "lon": -79.1567, "motion_east": 7.1, "motion_south": 2.1, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 894.0, "ebshear": 11.0, "srh01": 1.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 25.8186 }, { "name": "alignment", "value": 9.3785 }, { "name": "tau", "value": 1.3332 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1272 }, "coherence_score": 1.3331630229949951, "coherence_diagnostics": { "tau": 1.3331630229949951, "grad_tau": 0.13633093237876892, "torsion": 0.0, "alignment": 9.37851619720459, "S_field": 0.27686938643455505, "Gamma_field": 0.19448812305927277, "S_over_Gamma": 1.4235799312591553, "Da": 12.502046585083008, "E_coh": 0.6378040313720703, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.18, 42.66 ], [ -79.13, 42.64 ], [ -79.12, 42.63 ], [ -79.12, 42.61 ], [ -79.13, 42.6 ], [ -79.17, 42.6 ], [ -79.19, 42.62 ], [ -79.19, 42.65 ], [ -79.18, 42.66 ] ] ] }, "raw_probability": 0.1272, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "e215bc37e71b15f32ac5c491f7d13d68d29ee3986510c800bb61671edcb00223", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1272, "probability": 0.001932, "confidence_lo": 0.001668, "confidence_hi": 0.001933, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "abc1a368ea305d4f00010fba053999bd1c0fba9f00481e65689cf0a990a3de9e", "signature": { "alg": "ed25519", "sig": "e2e2f8ab13a5d13ea043ffe021c358eff550a8c8f7ca795c58e1b7ef09038cbbcd441d3f066a5556d4553a0ae7e9c4d5d9526a2e21aeb38142b1c868d2b9070f" } }, "receipt_sha256": "abc1a368ea305d4f00010fba053999bd1c0fba9f00481e65689cf0a990a3de9e" }, { "storm_id": "372350", "lat": 42.384, "lon": -79.331, "motion_east": 7.4, "motion_south": 2.7, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 960.0, "ebshear": 15.0, "srh01": 22.0, "maxllaz": 0.004, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 25.8186 }, { "name": "alignment", "value": 9.3785 }, { "name": "tau", "value": 1.3332 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1186 }, "coherence_score": 1.3331630229949951, "coherence_diagnostics": { "tau": 1.3331630229949951, "grad_tau": 0.13633093237876892, "torsion": 0.0, "alignment": 9.37851619720459, "S_field": 0.27686938643455505, "Gamma_field": 0.19448812305927277, "S_over_Gamma": 1.4235799312591553, "Da": 12.502046585083008, "E_coh": 0.6378040313720703, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.35, 42.43 ], [ -79.3, 42.43 ], [ -79.27, 42.41 ], [ -79.27, 42.37 ], [ -79.32, 42.33 ], [ -79.33, 42.34 ], [ -79.36, 42.34 ], [ -79.38, 42.37 ], [ -79.38, 42.39 ], [ -79.35, 42.43 ] ] ] }, "raw_probability": 0.1186, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "615b83d6a00869a2deeb7812e004c7cad905750ea3628cd7cf7b9b1e9eefcdb7", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1186, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41d2787111faf50f4fa1358be318e505fceb3ea14c1daf2d9ab0ba1d76604b3b", "signature": { "alg": "ed25519", "sig": "bbdd639ea1f8d5fae818ee13d04e286f8c8e1c1cc6402731cc19eb261160c0bd3855c265950955ddd753e1ae7391283a56e22797d39d6130b146afa48ee30d0c" } }, "receipt_sha256": "41d2787111faf50f4fa1358be318e505fceb3ea14c1daf2d9ab0ba1d76604b3b" }, { "storm_id": "372499", "lat": 27.85, "lon": -82.7429, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1870.0, "ebshear": 19.0, "srh01": 32.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 51.4436 }, { "name": "alignment", "value": 1.4561 }, { "name": "tau", "value": 3.2106 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1184 }, "coherence_score": 3.210585832595825, "coherence_diagnostics": { "tau": 3.210585832595825, "grad_tau": 0.6305363774299622, "torsion": 0.0, "alignment": 1.456084966659546, "S_field": 1.2022218704223633, "Gamma_field": 0.21032144129276276, "S_over_Gamma": 5.716116428375244, "Da": 13.204177856445312, "E_coh": 0.9743388891220093, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.74, 27.88 ], [ -82.7, 27.87 ], [ -82.73, 27.81 ], [ -82.74, 27.82 ], [ -82.78, 27.83 ], [ -82.77, 27.86 ], [ -82.74, 27.88 ] ] ] }, "raw_probability": 0.1184, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "ee311c728a7752f48b226851b9f2984e5654df4a75655a1d2c9d5f2b5b336e73", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1184, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "97e219842eefebb342cbb9a1b2b810a3438c8017810be4edbab263207791f236", "signature": { "alg": "ed25519", "sig": "2886afe5a5f36e7b89c718b013833651bfbdd598b9198e3139d2f83c1b33216f16026c683885c9795ddb1b155a156abe1eae42fd0afb56dcc6224bcb63f58c0f" } }, "receipt_sha256": "97e219842eefebb342cbb9a1b2b810a3438c8017810be4edbab263207791f236" }, { "storm_id": "372379", "lat": 49.982, "lon": -115.847, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1685.0, "ebshear": 26.0, "srh01": 46.0, "maxllaz": 0.003, "mesh": 0.38, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 26.6936 }, { "name": "alignment", "value": -1.5192 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1182 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2319103181362152, "torsion": 0.0, "alignment": -1.5191707611083984, "S_field": 0.1012992113828659, "Gamma_field": 0.2111547738313675, "S_over_Gamma": 0.47973915934562683, "Da": 12.805248260498047, "E_coh": 0.16495093703269958, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -115.83, 50.03 ], [ -115.81, 50.03 ], [ -115.79, 50.01 ], [ -115.79, 49.97 ], [ -115.85, 49.93 ], [ -115.89, 49.93 ], [ -115.9, 49.94 ], [ -115.89, 49.95 ], [ -115.89, 50.0 ], [ -115.83, 50.03 ] ] ] }, "raw_probability": 0.1182, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6841ec549a5195c84331e9d695d0588e54d5bc0d6651135074debb3e2bad1d40", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1182, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8e0b8860e1d7ec6cbf24f64c0a27820bf0783e910ab0b804a20c51725cea1ac8", "signature": { "alg": "ed25519", "sig": "12332f22756bc4fd34103a603e29e3b8ba43fe3431e81ef61520032bf7fad07c4847b7928ad56c7fa0eedd0ac36e994f5c4b9f50c6bfef9e48367627bdeb1906" } }, "receipt_sha256": "8e0b8860e1d7ec6cbf24f64c0a27820bf0783e910ab0b804a20c51725cea1ac8" }, { "storm_id": "372374", "lat": 25.5495, "lon": -80.5867, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4110.0, "ebshear": 16.0, "srh01": 68.0, "maxllaz": 0.004, "mesh": 0.66, "flash_rate": 26.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 40.8186 }, { "name": "alignment", "value": 3.2692 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1167 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.3330435752868652, "torsion": 0.0, "alignment": 3.2691707611083984, "S_field": 0.9855622053146362, "Gamma_field": 0.21698811650276184, "S_over_Gamma": 4.5420098304748535, "Da": 13.143916130065918, "E_coh": 0.9277085661888123, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.57, 25.65 ], [ -80.49, 25.65 ], [ -80.47, 25.63 ], [ -80.46, 25.63 ], [ -80.44, 25.61 ], [ -80.44, 25.56 ], [ -80.46, 25.54 ], [ -80.52, 25.55 ], [ -80.56, 25.53 ], [ -80.63, 25.46 ], [ -80.63, 25.45 ], [ -80.65, 25.44 ], [ -80.7, 25.44 ], [ -80.71, 25.46 ], [ -80.7, 25.47 ], [ -80.69, 25.51 ], [ -80.67, 25.53 ], [ -80.67, 25.57 ], [ -80.66, 25.59 ], [ -80.63, 25.62 ], [ -80.57, 25.65 ] ] ] }, "raw_probability": 0.1167, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "87bb90f7504e6000c274b9be2ac7a3a3cb2b5881f44fd5bdf848be1c1ead83f8", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1167, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "afd13cdc6a4f040051ed0220f83ace72676039f6328a25247687bb3da1d4eaa5", "signature": { "alg": "ed25519", "sig": "2683c3bc9fac4a88901466d434e64beff20bd297d0a9f741d88f6643190ed1323471475cb0ca3bec8a227e333949bd58e685c519d8ba46faed71645896cb2708" } }, "receipt_sha256": "afd13cdc6a4f040051ed0220f83ace72676039f6328a25247687bb3da1d4eaa5" }, { "storm_id": "371968", "lat": 49.6264, "lon": -110.5291, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 694.0, "ebshear": 47.0, "srh01": 33.0, "maxllaz": 0.009, "mesh": 0.39, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 15.3186 }, { "name": "alignment", "value": -3.7067 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.1157 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4798162579536438, "torsion": 0.0, "alignment": -3.7066707611083984, "S_field": 0.30815812945365906, "Gamma_field": 0.15532144904136658, "S_over_Gamma": 1.9840024709701538, "Da": 8.79882526397705, "E_coh": 0.7235443592071533, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.53, 49.67 ], [ -110.48, 49.65 ], [ -110.46, 49.63 ], [ -110.46, 49.59 ], [ -110.53, 49.55 ], [ -110.58, 49.55 ], [ -110.59, 49.61 ], [ -110.56, 49.65 ], [ -110.56, 49.66 ], [ -110.54, 49.66 ], [ -110.53, 49.67 ] ] ] }, "raw_probability": 0.1157, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4655a8382c21703818419ed6ee3d7d760e637b8914d19dca0df3ed939f01d650", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1157, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0a644859d4ad88cd6be06f3f2f9fab9d35aae25e4f11b8d2e369138ee4d092b0", "signature": { "alg": "ed25519", "sig": "5fea4686b1286c8ad24da3a0cb6ceb63682b1099479f90f6f00fc81630680ee363c8c9e119056b9509c769dbd4b3ebcbc3097c621c7c6d0f27bf5b484e3b6e08" } }, "receipt_sha256": "0a644859d4ad88cd6be06f3f2f9fab9d35aae25e4f11b8d2e369138ee4d092b0" }, { "storm_id": "372393", "lat": 44.2907, "lon": -113.3007, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1442.0, "ebshear": 39.0, "srh01": 81.0, "maxllaz": 0.005, "mesh": 0.37, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 81.0 }, { "name": "hrrr_pwat", "value": 6.8186 }, { "name": "alignment", "value": 2.7343 }, { "name": "tau", "value": 0.4876 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1153 }, "coherence_score": 0.48760926723480225, "coherence_diagnostics": { "tau": 0.48760926723480225, "grad_tau": 0.049465760588645935, "torsion": 0.0, "alignment": 2.7343244552612305, "S_field": 0.1439162641763687, "Gamma_field": 0.4269881248474121, "S_over_Gamma": 0.33704981207847595, "Da": 24.16259002685547, "E_coh": 0.31321439146995544, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -113.31, 44.34 ], [ -113.26, 44.33 ], [ -113.26, 44.31 ], [ -113.27, 44.3 ], [ -113.25, 44.27 ], [ -113.26, 44.25 ], [ -113.28, 44.25 ], [ -113.29, 44.24 ], [ -113.32, 44.24 ], [ -113.33, 44.25 ], [ -113.33, 44.28 ], [ -113.36, 44.31 ], [ -113.36, 44.32 ], [ -113.32, 44.33 ], [ -113.31, 44.34 ] ] ] }, "raw_probability": 0.1153, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2d5a5f5d4728f13f4025694923586d952379e18c67e558f54f937c46441cdf81", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1153, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9cd92a39762aa1f2a9c8c31244580a511e84d13f19613fb05a0365bfcfb56637", "signature": { "alg": "ed25519", "sig": "2b7809364511c3b9393bd516c11b2db3248607c849314049c863c32f8e4295c0439d358af0ac7d63cb5843a704055b4b99941b121bcd562089828d8c6123e60b" } }, "receipt_sha256": "9cd92a39762aa1f2a9c8c31244580a511e84d13f19613fb05a0365bfcfb56637" }, { "storm_id": "372326", "lat": 42.5694, "lon": -79.7581, "motion_east": 9.3, "motion_south": 4.3, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 767.0, "ebshear": 14.0, "srh01": 15.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 25.8186 }, { "name": "alignment", "value": 9.3785 }, { "name": "tau", "value": 1.3332 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1151 }, "coherence_score": 1.3331630229949951, "coherence_diagnostics": { "tau": 1.3331630229949951, "grad_tau": 0.13633093237876892, "torsion": 0.0, "alignment": 9.37851619720459, "S_field": 0.27686938643455505, "Gamma_field": 0.19448812305927277, "S_over_Gamma": 1.4235799312591553, "Da": 12.502046585083008, "E_coh": 0.6378040313720703, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.71, 42.64 ], [ -79.67, 42.64 ], [ -79.65, 42.63 ], [ -79.65, 42.58 ], [ -79.66, 42.57 ], [ -79.74, 42.54 ], [ -79.76, 42.52 ], [ -79.77, 42.52 ], [ -79.78, 42.5 ], [ -79.8, 42.49 ], [ -79.88, 42.52 ], [ -79.88, 42.56 ], [ -79.87, 42.58 ], [ -79.81, 42.58 ], [ -79.79, 42.6 ], [ -79.71, 42.64 ] ] ] }, "raw_probability": 0.1151, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a66e088b81182da04b5bc55a3c78a92ac96dc4c730b6f70b1d9ca88c3d60ceea", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1151, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d8707b737ab0bd574ef3f1c5f8cd4b5c64e58eeb370feb2d2d512ea7c64ffb12", "signature": { "alg": "ed25519", "sig": "f39fa794bc8f0b353afcb712de3bd709c35967898974951d03da5e224973e3d27c79d115aaba91b7dbf5397646a10c239d8e0672168efaf50ff5d76800005308" } }, "receipt_sha256": "d8707b737ab0bd574ef3f1c5f8cd4b5c64e58eeb370feb2d2d512ea7c64ffb12" }, { "storm_id": "371889", "lat": 27.6929, "lon": -82.8524, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1792.0, "ebshear": 20.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 51.4436 }, { "name": "alignment", "value": 1.4561 }, { "name": "tau", "value": 3.2106 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1116 }, "coherence_score": 3.210585832595825, "coherence_diagnostics": { "tau": 3.210585832595825, "grad_tau": 0.6305363774299622, "torsion": 0.0, "alignment": 1.456084966659546, "S_field": 1.2022218704223633, "Gamma_field": 0.21032144129276276, "S_over_Gamma": 5.716116428375244, "Da": 13.204177856445312, "E_coh": 0.9743388891220093, "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": [ [ [ -82.88, 27.86 ], [ -82.87, 27.86 ], [ -82.86, 27.86 ], [ -82.85, 27.86 ], [ -82.84, 27.86 ], [ -82.84, 27.85 ], [ -82.85, 27.84 ], [ -82.85, 27.83 ], [ -82.85, 27.82 ], [ -82.85, 27.81 ], [ -82.85, 27.8 ], [ -82.85, 27.79 ], [ -82.85, 27.78 ], [ -82.85, 27.77 ], [ -82.85, 27.76 ], [ -82.84, 27.75 ], [ -82.83, 27.75 ], [ -82.82, 27.76 ], [ -82.81, 27.77 ], [ -82.8, 27.77 ], [ -82.8, 27.76 ], [ -82.79, 27.75 ], [ -82.78, 27.75 ], [ -82.77, 27.74 ], [ -82.76, 27.73 ], [ -82.75, 27.72 ], [ -82.74, 27.71 ], [ -82.74, 27.7 ], [ -82.73, 27.69 ], [ -82.72, 27.68 ], [ -82.71, 27.68 ], [ -82.7, 27.69 ], [ -82.69, 27.69 ], [ -82.68, 27.7 ], [ -82.67, 27.7 ], [ -82.66, 27.7 ], [ -82.65, 27.7 ], [ -82.64, 27.69 ], [ -82.64, 27.68 ], [ -82.64, 27.67 ], [ -82.64, 27.66 ], [ -82.64, 27.65 ], [ -82.65, 27.64 ], [ -82.65, 27.63 ], [ -82.66, 27.62 ], [ -82.67, 27.62 ], [ -82.68, 27.62 ], [ -82.69, 27.61 ], [ -82.69, 27.6 ], [ -82.69, 27.59 ], [ -82.7, 27.58 ], [ -82.7, 27.57 ], [ -82.71, 27.56 ], [ -82.72, 27.56 ], [ -82.73, 27.56 ], [ -82.74, 27.56 ], [ -82.75, 27.56 ], [ -82.76, 27.56 ], [ -82.77, 27.55 ], [ -82.78, 27.54 ], [ -82.78, 27.53 ], [ -82.78, 27.52 ], [ -82.79, 27.52 ], [ -82.8, 27.52 ], [ -82.81, 27.53 ], [ -82.82, 27.53 ], [ -82.82, 27.54 ], [ -82.83, 27.55 ], [ -82.84, 27.55 ], [ -82.84, 27.56 ], [ -82.85, 27.57 ], [ -82.86, 27.58 ], [ -82.87, 27.59 ], [ -82.88, 27.6 ], [ -82.89, 27.6 ], [ -82.9, 27.61 ], [ -82.91, 27.61 ], [ -82.92, 27.62 ], [ -82.93, 27.61 ], [ -82.94, 27.61 ], [ -82.95, 27.61 ], [ -82.96, 27.61 ], [ -82.97, 27.6 ], [ -82.98, 27.6 ], [ -82.99, 27.6 ], [ -83.0, 27.6 ], [ -83.01, 27.61 ], [ -83.02, 27.61 ], [ -83.02, 27.62 ], [ -83.03, 27.63 ], [ -83.04, 27.64 ], [ -83.04, 27.65 ], [ -83.04, 27.66 ], [ -83.04, 27.67 ], [ -83.05, 27.68 ], [ -83.05, 27.69 ], [ -83.04, 27.7 ], [ -83.04, 27.71 ], [ -83.03, 27.72 ], [ -83.03, 27.73 ], [ -83.02, 27.74 ], [ -83.02, 27.75 ], [ -83.02, 27.76 ], [ -83.01, 27.77 ], [ -83.0, 27.78 ], [ -82.99, 27.78 ], [ -82.98, 27.79 ], [ -82.97, 27.79 ], [ -82.96, 27.78 ], [ -82.95, 27.78 ], [ -82.95, 27.77 ], [ -82.95, 27.76 ], [ -82.94, 27.75 ], [ -82.93, 27.75 ], [ -82.94, 27.74 ], [ -82.94, 27.73 ], [ -82.94, 27.72 ], [ -82.93, 27.71 ], [ -82.92, 27.7 ], [ -82.91, 27.7 ], [ -82.9, 27.7 ], [ -82.89, 27.71 ], [ -82.89, 27.72 ], [ -82.88, 27.73 ], [ -82.88, 27.74 ], [ -82.88, 27.75 ], [ -82.87, 27.75 ], [ -82.86, 27.75 ], [ -82.85, 27.76 ], [ -82.85, 27.77 ], [ -82.86, 27.78 ], [ -82.87, 27.78 ], [ -82.87, 27.79 ], [ -82.88, 27.8 ], [ -82.88, 27.81 ], [ -82.88, 27.82 ], [ -82.88, 27.83 ], [ -82.88, 27.84 ], [ -82.88, 27.85 ], [ -82.88, 27.86 ] ] ] }, "raw_probability": 0.1116, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3ca9e78679d1babe6f9a609b93bc2d14498dd9757e865cf933e723b9c60687be", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1116, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "297415b4112ebba598d5fb2f3e3e5576ccc63966860b581c5c71f97b69e88b53", "signature": { "alg": "ed25519", "sig": "515c75352d42f233ac197aa4f4b9059646e8fdff9e1a45f5e81e57383b650b822113830a7a3d695c8c2f4ed895bbe8ef1ecc4f3104900bb2d517a79b3d7f9301" } }, "receipt_sha256": "297415b4112ebba598d5fb2f3e3e5576ccc63966860b581c5c71f97b69e88b53" }, { "storm_id": "372498", "lat": 27.9979, "lon": -82.6774, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1925.0, "ebshear": 21.0, "srh01": 19.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 48.6936 }, { "name": "alignment", "value": -1.6981 }, { "name": "tau", "value": 3.6426 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1106 }, "coherence_score": 3.642629623413086, "coherence_diagnostics": { "tau": 3.642629623413086, "grad_tau": 0.6041401624679565, "torsion": 0.0, "alignment": -1.698128342628479, "S_field": 1.090912103652954, "Gamma_field": 0.21198812127113342, "S_over_Gamma": 5.146100044250488, "Da": 13.370853424072266, "E_coh": 0.946833610534668, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.67, 28.07 ], [ -82.65, 28.06 ], [ -82.63, 28.03 ], [ -82.62, 28.03 ], [ -82.62, 27.99 ], [ -82.64, 27.97 ], [ -82.64, 27.95 ], [ -82.65, 27.95 ], [ -82.66, 27.93 ], [ -82.68, 27.92 ], [ -82.68, 27.93 ], [ -82.7, 27.95 ], [ -82.72, 27.95 ], [ -82.76, 27.98 ], [ -82.76, 28.01 ], [ -82.73, 28.05 ], [ -82.71, 28.06 ], [ -82.68, 28.06 ], [ -82.67, 28.07 ] ] ] }, "raw_probability": 0.1106, "confidence_lo": 0.0017, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "786ea505c0860030a67bbf306b5ea14de53001facfe5e04cd7fe1e5f34105de1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1106, "probability": 0.001756, "confidence_lo": 0.001668, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "34805eda73dfd953d7869dfe74a69d22001d7cd6449fdb6bd91d07926028d981", "signature": { "alg": "ed25519", "sig": "e9aa3a9b57639e0581cbe401e44a777badaee06f07018000e60b01631978114d982aaa64a6ca78adc9a7d257e9485eba8df1bea9b281d45b101b1b8a5f47b501" } }, "receipt_sha256": "34805eda73dfd953d7869dfe74a69d22001d7cd6449fdb6bd91d07926028d981" }, { "storm_id": "372130", "lat": 42.75, "lon": -79.3762, "motion_east": 6.7, "motion_south": 1.5, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 830.0, "ebshear": 11.0, "srh01": 6.0, "maxllaz": 0.002, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 25.8186 }, { "name": "alignment", "value": 9.3785 }, { "name": "tau", "value": 1.3332 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.109 }, "coherence_score": 1.3331630229949951, "coherence_diagnostics": { "tau": 1.3331630229949951, "grad_tau": 0.13633093237876892, "torsion": 0.0, "alignment": 9.37851619720459, "S_field": 0.27686938643455505, "Gamma_field": 0.19448812305927277, "S_over_Gamma": 1.4235799312591553, "Da": 12.502046585083008, "E_coh": 0.6378040313720703, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.38, 42.79 ], [ -79.34, 42.78 ], [ -79.34, 42.73 ], [ -79.35, 42.71 ], [ -79.4, 42.71 ], [ -79.41, 42.73 ], [ -79.41, 42.76 ], [ -79.38, 42.79 ] ] ] }, "raw_probability": 0.109, "confidence_lo": 0.0011, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "7e15b89be36de4665621906a79c11c7842522674959472ca30bfb2cd728779bd", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.109, "probability": 0.001755, "confidence_lo": 0.001072, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bb07243b045a9fe13b0852931e310e584bff019e4c9cec727bae945042bb86ae", "signature": { "alg": "ed25519", "sig": "46780a524bd9f13df34e8f3ab5c9c6c1b4e3cf72670b07d218f1065ada524f71e92ba07898fd2c13ddd167a1d3d52c5f00b14c4c300947f63c8f858012556405" } }, "receipt_sha256": "bb07243b045a9fe13b0852931e310e584bff019e4c9cec727bae945042bb86ae" }, { "storm_id": "371784", "lat": 34.9862, "lon": -76.3108, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3146.0, "ebshear": 39.0, "srh01": 36.0, "maxllaz": 0.004, "mesh": 0.35, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 35.8186 }, { "name": "alignment", "value": 3.7423 }, { "name": "tau", "value": 2.796 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1082 }, "coherence_score": 2.795950412750244, "coherence_diagnostics": { "tau": 2.795950412750244, "grad_tau": 0.6454497575759888, "torsion": 0.0, "alignment": 3.7423086166381836, "S_field": 0.9965912103652954, "Gamma_field": 0.2953214645385742, "S_over_Gamma": 3.3745980262756348, "Da": 18.18209457397461, "E_coh": 0.9246002435684204, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.33, 35.08 ], [ -76.26, 35.08 ], [ -76.22, 35.03 ], [ -76.22, 34.98 ], [ -76.27, 34.9 ], [ -76.35, 34.86 ], [ -76.37, 34.86 ], [ -76.37, 34.88 ], [ -76.32, 34.97 ], [ -76.32, 35.0 ], [ -76.34, 35.03 ], [ -76.34, 35.07 ], [ -76.33, 35.08 ] ] ] }, "raw_probability": 0.1082, "confidence_lo": 0.0011, "confidence_hi": 0.0018, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "69d3c01ee1407b1decba98d55fd89869711e1f3df7398bcfe9c5d654f4e3fc20", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1082, "probability": 0.001755, "confidence_lo": 0.001072, "confidence_hi": 0.001757, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c54cc717c9b2a36b52861703edad6d310728535734daeb3540d47ccb56a4fb42", "signature": { "alg": "ed25519", "sig": "45488ecde7076055d8c49f1ac31361c808e3171cdbf2f1c5663bc62e4c6d71cfe52395e42991591d283a050b2bbf6786527f4e9067d001818c29b2923d299f02" } }, "receipt_sha256": "c54cc717c9b2a36b52861703edad6d310728535734daeb3540d47ccb56a4fb42" }, { "storm_id": "372437", "lat": 27.1167, "lon": -85.1356, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2531.0, "ebshear": 18.0, "srh01": 23.0, "maxllaz": 0.0, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 48.5686 }, { "name": "alignment", "value": -2.3072 }, { "name": "tau", "value": 2.4496 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1034 }, "coherence_score": 2.4495861530303955, "coherence_diagnostics": { "tau": 2.4495861530303955, "grad_tau": 0.9203274250030518, "torsion": 0.0, "alignment": -2.3072447776794434, "S_field": 0.9497462511062622, "Gamma_field": 0.24032145738601685, "S_over_Gamma": 3.9519827365875244, "Da": 15.047821998596191, "E_coh": 0.9396045804023743, "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": [ [ [ -85.12, 27.15 ], [ -85.1, 27.15 ], [ -85.1, 27.08 ], [ -85.16, 27.08 ], [ -85.17, 27.07 ], [ -85.17, 27.11 ], [ -85.15, 27.13 ], [ -85.13, 27.13 ], [ -85.12, 27.15 ] ] ] }, "raw_probability": 0.1034, "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": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "b76b7f9e1930f8aa36d178270af107624f7524db0fa9e0843b536318544225e4", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1034, "probability": 0.00118, "confidence_lo": 0.001072, "confidence_hi": 0.00118, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "850dc002cc72f11f4c94216a08c214ca9e8388f33137bf46382709261dfa6cce", "signature": { "alg": "ed25519", "sig": "02f273d15c5943dff43e6168b018f6a72d6de7fff44f30b944bba365d756d59fa8154c2646ebf0c0bd168b1a0a4fd83e597e5c035bbd60285f6fcc98531e9500" } }, "receipt_sha256": "850dc002cc72f11f4c94216a08c214ca9e8388f33137bf46382709261dfa6cce" }, { "storm_id": "371607", "lat": 29.7755, "lon": -81.2782, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3258.0, "ebshear": 9.0, "srh01": 12.0, "maxllaz": 0.005, "mesh": 0.51, "flash_rate": 29.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 43.5686 }, { "name": "alignment", "value": -2.2917 }, { "name": "tau", "value": 4.1015 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1033 }, "coherence_score": 4.101517677307129, "coherence_diagnostics": { "tau": 4.101517677307129, "grad_tau": 0.15376396477222443, "torsion": 0.0, "alignment": -2.2917261123657227, "S_field": 1.4050320386886597, "Gamma_field": 0.2511548101902008, "S_over_Gamma": 5.594286918640137, "Da": 15.36918830871582, "E_coh": 0.9346377849578857, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.2, 29.87 ], [ -81.16, 29.87 ], [ -81.15, 29.86 ], [ -81.16, 29.82 ], [ -81.22, 29.77 ], [ -81.22, 29.75 ], [ -81.26, 29.75 ], [ -81.28, 29.74 ], [ -81.32, 29.69 ], [ -81.32, 29.68 ], [ -81.35, 29.65 ], [ -81.38, 29.65 ], [ -81.42, 29.7 ], [ -81.41, 29.71 ], [ -81.41, 29.74 ], [ -81.4, 29.76 ], [ -81.32, 29.82 ], [ -81.26, 29.82 ], [ -81.24, 29.83 ], [ -81.22, 29.85 ], [ -81.22, 29.86 ], [ -81.2, 29.87 ] ] ] }, "raw_probability": 0.1033, "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": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f5c211fea5236c20959772d8c060cc76b0f93cea36d04e18d2f21d25ea6d741a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1033, "probability": 0.00118, "confidence_lo": 0.001072, "confidence_hi": 0.00118, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "69997ec61247cc071c83d651a9bc41335b3a02516715e6c377bae71c7423795d", "signature": { "alg": "ed25519", "sig": "1b98c321b18112a7d01e2bc360b0c3955b3471161b80d38bc79e4f83087be7a582697f44a323c426623cecf3d50d2c2fe227abacb6fd9196a46964172ccd6604" } }, "receipt_sha256": "69997ec61247cc071c83d651a9bc41335b3a02516715e6c377bae71c7423795d" }, { "storm_id": "372221", "lat": 27.0377, "lon": -84.9092, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2092.0, "ebshear": 19.0, "srh01": 16.0, "maxllaz": 0.001, "mesh": 0.39, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 48.5686 }, { "name": "alignment", "value": -2.3072 }, { "name": "tau", "value": 2.4496 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1018 }, "coherence_score": 2.4495861530303955, "coherence_diagnostics": { "tau": 2.4495861530303955, "grad_tau": 0.9203274250030518, "torsion": 0.0, "alignment": -2.3072447776794434, "S_field": 0.9497462511062622, "Gamma_field": 0.24032145738601685, "S_over_Gamma": 3.9519827365875244, "Da": 15.047821998596191, "E_coh": 0.9396045804023743, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.87, 27.09 ], [ -84.85, 27.08 ], [ -84.85, 27.03 ], [ -84.88, 27.0 ], [ -84.9, 27.0 ], [ -84.92, 26.98 ], [ -84.94, 27.0 ], [ -84.96, 27.0 ], [ -84.98, 27.02 ], [ -84.98, 27.04 ], [ -84.94, 27.08 ], [ -84.88, 27.08 ], [ -84.87, 27.09 ] ] ] }, "raw_probability": 0.1018, "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": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f49fdcbe8db9fb4ead3534b40a67aedf177472b10579de069902a71d9fa7a160", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1018, "probability": 0.00118, "confidence_lo": 0.001072, "confidence_hi": 0.00118, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7416235e84de57ca38bc5bdb764f23ec7b3d5d75b148d89034c046b7b05887e7", "signature": { "alg": "ed25519", "sig": "8de5eaeb54492886bfc89376f7bd5bd9015ad928caf41000d9d180e86f12d2f412300afc4d033c981e5c168ed70892645dcf9a7edeb8f6db27487382de72530f" } }, "receipt_sha256": "7416235e84de57ca38bc5bdb764f23ec7b3d5d75b148d89034c046b7b05887e7" }, { "storm_id": "372465", "lat": 27.9193, "lon": -82.4386, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1528.0, "ebshear": 23.0, "srh01": 15.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 48.6936 }, { "name": "alignment", "value": -1.6981 }, { "name": "tau", "value": 3.6426 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1015 }, "coherence_score": 3.642629623413086, "coherence_diagnostics": { "tau": 3.642629623413086, "grad_tau": 0.6041401624679565, "torsion": 0.0, "alignment": -1.698128342628479, "S_field": 1.090912103652954, "Gamma_field": 0.21198812127113342, "S_over_Gamma": 5.146100044250488, "Da": 13.370853424072266, "E_coh": 0.946833610534668, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.45, 28.04 ], [ -82.41, 28.04 ], [ -82.4, 28.02 ], [ -82.35, 28.0 ], [ -82.34, 27.99 ], [ -82.34, 27.96 ], [ -82.32, 27.94 ], [ -82.32, 27.93 ], [ -82.37, 27.88 ], [ -82.4, 27.88 ], [ -82.41, 27.87 ], [ -82.43, 27.88 ], [ -82.44, 27.87 ], [ -82.46, 27.87 ], [ -82.47, 27.86 ], [ -82.47, 27.84 ], [ -82.5, 27.83 ], [ -82.51, 27.84 ], [ -82.5, 27.85 ], [ -82.51, 27.86 ], [ -82.5, 27.87 ], [ -82.51, 27.88 ], [ -82.5, 27.88 ], [ -82.47, 27.92 ], [ -82.47, 27.93 ], [ -82.49, 27.95 ], [ -82.49, 28.02 ], [ -82.45, 28.04 ] ] ] }, "raw_probability": 0.1015, "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": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "aab59c8095d7ad0ac24c2552ea76822f56570bed69b15c64b4e8bd95bb06f7c5", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1015, "probability": 0.00118, "confidence_lo": 0.001072, "confidence_hi": 0.00118, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "04e63961e624cd7ff71105b3e511715c69926df5857b5f9f8e758aeaea6f7e1a", "signature": { "alg": "ed25519", "sig": "853faa65f1afc66ce2d1f7299357db7ab3b6469cd0cfafe5e3c8de86207284ed0f14c5a05a47fcf1f8211b524ad57c1486d7ef7dce617025073db6d7472db000" } }, "receipt_sha256": "04e63961e624cd7ff71105b3e511715c69926df5857b5f9f8e758aeaea6f7e1a" }, { "storm_id": "372112", "lat": 50.181, "lon": -116.9233, "motion_east": 4.0, "motion_south": -4.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1806.0, "ebshear": 19.0, "srh01": 50.0, "maxllaz": 0.004, "mesh": 0.56, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1014 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "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": [ [ [ -116.92, 50.3 ], [ -116.89, 50.3 ], [ -116.87, 50.29 ], [ -116.85, 50.26 ], [ -116.88, 50.2 ], [ -116.88, 50.17 ], [ -116.86, 50.14 ], [ -116.86, 50.11 ], [ -116.88, 50.09 ], [ -116.88, 50.08 ], [ -116.94, 50.03 ], [ -116.97, 50.03 ], [ -116.99, 50.04 ], [ -116.99, 50.09 ], [ -116.95, 50.13 ], [ -116.99, 50.18 ], [ -117.0, 50.23 ], [ -116.99, 50.25 ], [ -116.95, 50.29 ], [ -116.93, 50.29 ], [ -116.92, 50.3 ] ] ] }, "raw_probability": 0.1014, "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": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "dafbba70444b408226eb6deadc98f5a116cab99f98be1f93067eaf4d3d139368", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1014, "probability": 0.00118, "confidence_lo": 0.001072, "confidence_hi": 0.00118, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5c1706c501621e46b46f2528c79144e9f9420f75fcc8525e946b362fbe1d5573", "signature": { "alg": "ed25519", "sig": "f4a38c7d1f5487723b051d56fdacf4740eeae985d91db0a0f8d74395b5f9af67921b61c4571056ef8148421265aa83b4fff59b400031b87b20426f3806779002" } }, "receipt_sha256": "5c1706c501621e46b46f2528c79144e9f9420f75fcc8525e946b362fbe1d5573" }, { "storm_id": "372008", "lat": 32.8876, "lon": -74.7424, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3142.0, "ebshear": 11.0, "srh01": 35.0, "maxllaz": 0.001, "mesh": 0.3, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 56.3186 }, { "name": "alignment", "value": 2.9533 }, { "name": "tau", "value": 3.9872 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1011 }, "coherence_score": 3.987150192260742, "coherence_diagnostics": { "tau": 3.987150192260742, "grad_tau": 0.21497085690498352, "torsion": 0.0, "alignment": 2.9532902240753174, "S_field": 0.706978440284729, "Gamma_field": 0.28198811411857605, "S_over_Gamma": 2.5071213245391846, "Da": 18.88139533996582, "E_coh": 0.8842889666557312, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.71, 32.96 ], [ -74.67, 32.96 ], [ -74.66, 32.95 ], [ -74.66, 32.92 ], [ -74.67, 32.9 ], [ -74.71, 32.87 ], [ -74.71, 32.85 ], [ -74.73, 32.83 ], [ -74.77, 32.81 ], [ -74.81, 32.81 ], [ -74.82, 32.82 ], [ -74.82, 32.86 ], [ -74.83, 32.88 ], [ -74.8, 32.89 ], [ -74.78, 32.91 ], [ -74.76, 32.91 ], [ -74.71, 32.96 ] ] ] }, "raw_probability": 0.1011, "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": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "ef3f3dab103c1bd2cc3bfdef4fb6d6fd84035ddd4bb77a3ac9ff2653a9460539", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1011, "probability": 0.00118, "confidence_lo": 0.001072, "confidence_hi": 0.00118, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48d71bfd4d550ef0d3cc98793ca8ab815fabb5db84346ee33f1c4d2fdfa03ba9", "signature": { "alg": "ed25519", "sig": "523cd5dc4d2946211c3f416e2af5509fb26e52afe6741a894c606e3e116dc967eac7aac2090605ee81c2db907deb3e87d3e2c79a9e5caf78abd3eabc8d8bee04" } }, "receipt_sha256": "48d71bfd4d550ef0d3cc98793ca8ab815fabb5db84346ee33f1c4d2fdfa03ba9" }, { "storm_id": "372431", "lat": 35.6762, "lon": -75.6787, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2260.0, "ebshear": 34.0, "srh01": 17.0, "maxllaz": 0.002, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 38.5686 }, { "name": "alignment", "value": 0.9475 }, { "name": "tau", "value": 2.6656 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1002 }, "coherence_score": 2.665557861328125, "coherence_diagnostics": { "tau": 2.665557861328125, "grad_tau": 0.7067499756813049, "torsion": 0.0, "alignment": 0.9475027918815613, "S_field": 1.1070431470870972, "Gamma_field": 0.30365481972694397, "S_over_Gamma": 3.645728826522827, "Da": 18.540491104125977, "E_coh": 0.9068927764892578, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.65, 35.73 ], [ -75.61, 35.73 ], [ -75.57, 35.68 ], [ -75.6, 35.65 ], [ -75.62, 35.65 ], [ -75.63, 35.64 ], [ -75.7, 35.64 ], [ -75.73, 35.61 ], [ -75.77, 35.62 ], [ -75.78, 35.63 ], [ -75.76, 35.67 ], [ -75.73, 35.7 ], [ -75.71, 35.7 ], [ -75.69, 35.72 ], [ -75.66, 35.72 ], [ -75.65, 35.73 ] ] ] }, "raw_probability": 0.1002, "confidence_lo": 0.0011, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "688454ccc93028bcbfba3745087bdd635c0f48363c6f6aad024be5dc786bb161", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.1002, "probability": 0.001148, "confidence_lo": 0.001072, "confidence_hi": 0.001148, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cae9e8ccdbf54a53bd56eb82fb17d6cea54c02284092fd8ddc4b42eba0028afe", "signature": { "alg": "ed25519", "sig": "5782545cb3e196f34b887c6179186c9c949c443f5fa3796586078c93ff31d08a7743859ab5f54e09466eec07cb30a66ea58a96cb70e6abc1e8da9e3d435e9104" } }, "receipt_sha256": "cae9e8ccdbf54a53bd56eb82fb17d6cea54c02284092fd8ddc4b42eba0028afe" }, { "storm_id": "372503", "lat": 26.9244, "lon": -85.48, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2625.0, "ebshear": 18.0, "srh01": 15.0, "maxllaz": 0.0, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 48.5686 }, { "name": "alignment", "value": -2.3072 }, { "name": "tau", "value": 2.4496 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0977 }, "coherence_score": 2.4495861530303955, "coherence_diagnostics": { "tau": 2.4495861530303955, "grad_tau": 0.9203274250030518, "torsion": 0.0, "alignment": -2.3072447776794434, "S_field": 0.9497462511062622, "Gamma_field": 0.24032145738601685, "S_over_Gamma": 3.9519827365875244, "Da": 15.047821998596191, "E_coh": 0.9396045804023743, "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": [ [ [ -85.48, 26.99 ], [ -85.47, 26.95 ], [ -85.46, 26.94 ], [ -85.46, 26.85 ], [ -85.48, 26.85 ], [ -85.5, 26.88 ], [ -85.5, 26.93 ], [ -85.49, 26.94 ], [ -85.48, 26.99 ] ] ] }, "raw_probability": 0.0977, "confidence_lo": 0.0011, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d00806bbe5bdacaec21cb79adba76614580639e90fe57b6f655bffafef1dcaa5", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0977, "probability": 0.001132, "confidence_lo": 0.001072, "confidence_hi": 0.001132, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5665e642f7e9d6c87f68cd442ef67f817d8c04a4fcd69ee0bbe4a088a431eaf9", "signature": { "alg": "ed25519", "sig": "695b7f59e4c24a8cfd39f1862b1f94340d4c97644bf5e776381e72f37f83e355bf887a6ccc71b0ee69e7450d80ac311c3add0f6f765d5c973650ebc5a4e6f208" } }, "receipt_sha256": "5665e642f7e9d6c87f68cd442ef67f817d8c04a4fcd69ee0bbe4a088a431eaf9" }, { "storm_id": "372463", "lat": 29.805, "lon": -81.5387, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4104.0, "ebshear": 9.0, "srh01": 20.0, "maxllaz": 0.007, "mesh": 0.34, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 43.5686 }, { "name": "alignment", "value": -2.2917 }, { "name": "tau", "value": 4.1015 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0975 }, "coherence_score": 4.101517677307129, "coherence_diagnostics": { "tau": 4.101517677307129, "grad_tau": 0.15376396477222443, "torsion": 0.0, "alignment": -2.2917261123657227, "S_field": 1.4050320386886597, "Gamma_field": 0.2511548101902008, "S_over_Gamma": 5.594286918640137, "Da": 15.36918830871582, "E_coh": 0.9346377849578857, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.57, 29.84 ], [ -81.52, 29.84 ], [ -81.5, 29.82 ], [ -81.5, 29.8 ], [ -81.53, 29.76 ], [ -81.55, 29.76 ], [ -81.57, 29.78 ], [ -81.57, 29.84 ] ] ] }, "raw_probability": 0.0975, "confidence_lo": 0.0011, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6a543c9f51429c65a023db400156b6c960211193a2e1cc8761b356c8a94a2a9b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0975, "probability": 0.001132, "confidence_lo": 0.001072, "confidence_hi": 0.001132, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e386b2d308b6eb67ec82bc4436cedb658404abcf1183003b9fd41f9fef3812d8", "signature": { "alg": "ed25519", "sig": "65946c8b70eee5a3a1e11efc4da5ce33f9871cfddd82ae4522281db5657a6351ffc5d5e67912ef06fe3ff62250b10d0275e781f32769bfddf14658b50d9f2c0c" } }, "receipt_sha256": "e386b2d308b6eb67ec82bc4436cedb658404abcf1183003b9fd41f9fef3812d8" }, { "storm_id": "372153", "lat": 48.3415, "lon": -103.118, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 106.0, "ebshear": 33.0, "srh01": 124.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 124.0 }, { "name": "hrrr_pwat", "value": 27.3186 }, { "name": "alignment", "value": 0.1471 }, { "name": "tau", "value": 0.1446 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0962 }, "coherence_score": 0.1445567011833191, "coherence_diagnostics": { "tau": 0.1445567011833191, "grad_tau": 0.12804105877876282, "torsion": 0.0, "alignment": 0.1470806896686554, "S_field": 0.14578405022621155, "Gamma_field": 1.0894880294799805, "S_over_Gamma": 0.13380968570709229, "Da": 64.3387451171875, "E_coh": 0.1063544899225235, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.18, 48.39 ], [ -103.14, 48.38 ], [ -103.11, 48.35 ], [ -103.1, 48.36 ], [ -103.09, 48.35 ], [ -103.07, 48.38 ], [ -103.02, 48.38 ], [ -103.02, 48.33 ], [ -103.03, 48.31 ], [ -103.07, 48.31 ], [ -103.08, 48.33 ], [ -103.1, 48.31 ], [ -103.1, 48.3 ], [ -103.15, 48.3 ], [ -103.16, 48.31 ], [ -103.18, 48.31 ], [ -103.18, 48.32 ], [ -103.2, 48.34 ], [ -103.2, 48.38 ], [ -103.18, 48.39 ] ] ] }, "raw_probability": 0.0962, "confidence_lo": 0.0011, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "7a024a7832e4f1364237cb0fc2a137b00e3b345ab943f941af11f66d9b1bdf9a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0962, "probability": 0.001132, "confidence_lo": 0.001072, "confidence_hi": 0.001132, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d6c696e973f5fe282f2391eece18422ad8937cbf2682260103ffe3eb2e22c3fc", "signature": { "alg": "ed25519", "sig": "a73dc42d07ab72e90d26576ee631de9db57360281ea7c60b7d856d9ea1941059bcf438a69463d58e10d80cd436577c648d567bb05c5380523ee77e4f61abf50a" } }, "receipt_sha256": "d6c696e973f5fe282f2391eece18422ad8937cbf2682260103ffe3eb2e22c3fc" }, { "storm_id": "372144", "lat": 27.638, "lon": -83.869, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2438.0, "ebshear": 22.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 47.5686 }, { "name": "alignment", "value": -1.7255 }, { "name": "tau", "value": 3.1282 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0957 }, "coherence_score": 3.128195285797119, "coherence_diagnostics": { "tau": 3.128195285797119, "grad_tau": 0.6107807159423828, "torsion": 0.0, "alignment": -1.7255038022994995, "S_field": 0.7603765726089478, "Gamma_field": 0.23032145202159882, "S_over_Gamma": 3.3013710975646973, "Da": 14.332535743713379, "E_coh": 0.9362828731536865, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.87, 27.7 ], [ -83.81, 27.63 ], [ -83.81, 27.6 ], [ -83.83, 27.57 ], [ -83.87, 27.58 ], [ -83.9, 27.61 ], [ -83.9, 27.63 ], [ -83.92, 27.67 ], [ -83.91, 27.69 ], [ -83.87, 27.7 ] ] ] }, "raw_probability": 0.0957, "confidence_lo": 0.0011, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8a7657bb949f5f8b926d8b8d953415facd0832ba816173a853086520c511a4c1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0957, "probability": 0.001132, "confidence_lo": 0.001072, "confidence_hi": 0.001132, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "192ba232b34003451d3012a860c4c1329f74f5b346392a96bf98c6b5d64f4244", "signature": { "alg": "ed25519", "sig": "4a952e7df48f30b15eb3d0f5001057a84dedd084b0d9da78a458edefc738c354abc26a81147920cce0b7d7619951e154b03349e5855e5b41aef221042f8f5502" } }, "receipt_sha256": "192ba232b34003451d3012a860c4c1329f74f5b346392a96bf98c6b5d64f4244" }, { "storm_id": "372475", "lat": 48.72, "lon": -103.2138, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 63.0, "ebshear": 26.0, "srh01": 75.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 75.0 }, { "name": "hrrr_pwat", "value": 27.3186 }, { "name": "alignment", "value": 0.1471 }, { "name": "tau", "value": 0.1446 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0938 }, "coherence_score": 0.1445567011833191, "coherence_diagnostics": { "tau": 0.1445567011833191, "grad_tau": 0.12804105877876282, "torsion": 0.0, "alignment": 0.1470806896686554, "S_field": 0.14578405022621155, "Gamma_field": 1.0894880294799805, "S_over_Gamma": 0.13380968570709229, "Da": 64.3387451171875, "E_coh": 0.1063544899225235, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.22, 48.75 ], [ -103.18, 48.75 ], [ -103.18, 48.7 ], [ -103.2, 48.69 ], [ -103.23, 48.69 ], [ -103.24, 48.7 ], [ -103.24, 48.73 ], [ -103.22, 48.75 ] ] ] }, "raw_probability": 0.0938, "confidence_lo": 0.0011, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5ce373ece645c7ebdc134d4704befe6c9781434e4b2ba13634cf317a2538ef50", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0938, "probability": 0.001132, "confidence_lo": 0.001072, "confidence_hi": 0.001132, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1cf5b561c90b52a229d79eba4f36786dc2b253eecc3ff8057b1474b7c539b86f", "signature": { "alg": "ed25519", "sig": "a4cb4be96612c5fa34ff4bf92b90dc386fc49d2232a0b11f8b5181d075ca857c55ac388963051462a464edab76ce9048c4f51104513f5a8e42d26b716e817901" } }, "receipt_sha256": "1cf5b561c90b52a229d79eba4f36786dc2b253eecc3ff8057b1474b7c539b86f" }, { "storm_id": "372256", "lat": 35.901, "lon": -75.426, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2645.0, "ebshear": 41.0, "srh01": 54.0, "maxllaz": 0.002, "mesh": 0.31, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 29.0686 }, { "name": "alignment", "value": -0.0612 }, { "name": "tau", "value": 1.9161 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0923 }, "coherence_score": 1.9160797595977783, "coherence_diagnostics": { "tau": 1.9160797595977783, "grad_tau": 0.7217051982879639, "torsion": 0.0, "alignment": -0.061150580644607544, "S_field": 0.2808148264884949, "Gamma_field": 0.63615483045578, "S_over_Gamma": 0.44142529368400574, "Da": 36.69063949584961, "E_coh": 0.7163485884666443, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.42, 35.93 ], [ -75.38, 35.92 ], [ -75.37, 35.91 ], [ -75.37, 35.88 ], [ -75.42, 35.85 ], [ -75.46, 35.86 ], [ -75.5, 35.9 ], [ -75.49, 35.91 ], [ -75.43, 35.92 ], [ -75.42, 35.93 ] ] ] }, "raw_probability": 0.0923, "confidence_lo": 0.0011, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "e2236e3a9d3f9370b3603e2e1d2f9c5e57b5217cf29d4aef88b4db3b50fef338", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0923, "probability": 0.001132, "confidence_lo": 0.001072, "confidence_hi": 0.001132, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ccfd3777f5c025f11780494d30c49e2235726805e56dfe640eed9872938930f3", "signature": { "alg": "ed25519", "sig": "3e6029d70de0bad2481498baccdfbd3afd7cddef76491d6bdbe2d1e7e9beaa7fd5cf10451a99073c20e4b8585404df3cba772ca2b975ae67ec22fbd2e995b50d" } }, "receipt_sha256": "ccfd3777f5c025f11780494d30c49e2235726805e56dfe640eed9872938930f3" }, { "storm_id": "372387", "lat": 45.619, "lon": -77.407, "motion_east": 6.2, "motion_south": -6.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1564.0, "ebshear": 29.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 1.8494 }, { "name": "tau", "value": 1.715 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0893 }, "coherence_score": 1.715022325515747, "coherence_diagnostics": { "tau": 1.715022325515747, "grad_tau": 0.19697034358978271, "torsion": 0.0, "alignment": 1.8494436740875244, "S_field": 0.5215120911598206, "Gamma_field": 0.17698810994625092, "S_over_Gamma": 2.946593999862671, "Da": 10.327864646911621, "E_coh": 0.8606964349746704, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.41, 45.66 ], [ -77.36, 45.66 ], [ -77.36, 45.62 ], [ -77.38, 45.59 ], [ -77.42, 45.57 ], [ -77.45, 45.54 ], [ -77.44, 45.61 ], [ -77.42, 45.63 ], [ -77.42, 45.65 ], [ -77.41, 45.66 ] ] ] }, "raw_probability": 0.0893, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5aebbd41ec0ffb8d74014dd825a3eb9627cabb3f0e233080f27a0a77df983402", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0893, "probability": 0.001114, "confidence_lo": 0.00105, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d3ce415de318797c08e51b6f682b1d77cf243a3541c8117b9bda29685dd1e53f", "signature": { "alg": "ed25519", "sig": "da31d17f424c889f940d291c492e0d4824a208202d1ab7de68e9a89c942ae4f25f8ae281b93e15fae040b9b3a23f469708da00eba26e36d9c66d44e1d8e2360b" } }, "receipt_sha256": "d3ce415de318797c08e51b6f682b1d77cf243a3541c8117b9bda29685dd1e53f" }, { "storm_id": "371714", "lat": 26.8078, "lon": -78.4756, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2918.0, "ebshear": 6.0, "srh01": 33.0, "maxllaz": 0.001, "mesh": 0.27, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 40.6936 }, { "name": "alignment", "value": 1.7213 }, { "name": "tau", "value": 2.3006 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0889 }, "coherence_score": 2.300618886947632, "coherence_diagnostics": { "tau": 2.300618886947632, "grad_tau": 0.558133602142334, "torsion": 0.0, "alignment": 1.7213281393051147, "S_field": 1.0822890996932983, "Gamma_field": 0.21282145380973816, "S_over_Gamma": 5.085432529449463, "Da": 12.783548355102539, "E_coh": 0.9567234516143799, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.49, 26.84 ], [ -78.45, 26.84 ], [ -78.44, 26.83 ], [ -78.44, 26.78 ], [ -78.45, 26.77 ], [ -78.5, 26.77 ], [ -78.51, 26.78 ], [ -78.51, 26.82 ], [ -78.49, 26.84 ] ] ] }, "raw_probability": 0.0889, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "e531f66cba9236a2d674d089ddbcf808078e2766b9354564c0aa8d4bfed405d9", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0889, "probability": 0.001114, "confidence_lo": 0.00105, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "555a59b03370c06152b886e6d3314880faa4c871b84effef12126cda1739e246", "signature": { "alg": "ed25519", "sig": "2c58595318c3468c64ad96f429f0a44f706e67aed3d3b381e32e4c669df9a9a05df52db0e8e5cbf9f9c4d8d638d61721124ead500c8fccf49b7201cccb77f10c" } }, "receipt_sha256": "555a59b03370c06152b886e6d3314880faa4c871b84effef12126cda1739e246" }, { "storm_id": "372347", "lat": 49.5718, "lon": -115.1164, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1324.0, "ebshear": 27.0, "srh01": 32.0, "maxllaz": 0.0, "mesh": 0.54, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 20.4436 }, { "name": "alignment", "value": 5.2308 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0882 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.26721230149269104, "torsion": 0.0, "alignment": 5.230829238891602, "S_field": 0.18896818161010742, "Gamma_field": 0.15282145142555237, "S_over_Gamma": 1.2365291118621826, "Da": 9.421449661254883, "E_coh": 0.5576988458633423, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -115.13, 49.61 ], [ -115.11, 49.61 ], [ -115.09, 49.59 ], [ -115.09, 49.57 ], [ -115.08, 49.56 ], [ -115.08, 49.54 ], [ -115.09, 49.53 ], [ -115.16, 49.53 ], [ -115.18, 49.55 ], [ -115.14, 49.59 ], [ -115.13, 49.61 ] ] ] }, "raw_probability": 0.0882, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8df9ae053f670df778acc71a84aa20d3f55773249bcf316e9eaec6210927611c", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0882, "probability": 0.001114, "confidence_lo": 0.00105, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "14eb1c8e07344c660c51422f4061154cb1d7d4bbdf60596cb7a892a7f21384c9", "signature": { "alg": "ed25519", "sig": "cf99cfd3880018d7be3c070e81e30eafb44c1a2c507c00ca24468c8942adb1f9abca9ed99b167120f0705689ee760dbd0073570aa1b6c5608af53ce18a5a0601" } }, "receipt_sha256": "14eb1c8e07344c660c51422f4061154cb1d7d4bbdf60596cb7a892a7f21384c9" }, { "storm_id": "370915", "lat": 49.4278, "lon": -117.4211, "motion_east": 5.2, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1583.0, "ebshear": 21.0, "srh01": 45.0, "maxllaz": 0.003, "mesh": 0.48, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0872 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -117.44, 49.46 ], [ -117.4, 49.46 ], [ -117.38, 49.44 ], [ -117.38, 49.4 ], [ -117.39, 49.39 ], [ -117.44, 49.39 ], [ -117.46, 49.41 ], [ -117.46, 49.44 ], [ -117.44, 49.46 ] ] ] }, "raw_probability": 0.0872, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "392249b3454e32f7fb96a1d9f6801452189a26bedcbccc116297df180248a1a0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0872, "probability": 0.001114, "confidence_lo": 0.00105, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ed19d0ae5380a5841358479dd0d5e2b121f77136b9ca8560ee4850840edfdf23", "signature": { "alg": "ed25519", "sig": "4f83ff59e8a8989cce9037c458c4e5e549e63189c04b6ed390caf14c6328935f4b369d74e325a25377f8e1398ade7a3101cb78d2ef81ff0d95e6f195be05270b" } }, "receipt_sha256": "ed19d0ae5380a5841358479dd0d5e2b121f77136b9ca8560ee4850840edfdf23" }, { "storm_id": "372314", "lat": 49.197, "lon": -114.972, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1225.0, "ebshear": 34.0, "srh01": 30.0, "maxllaz": 0.0, "mesh": 0.49, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 20.4436 }, { "name": "alignment", "value": 5.2308 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0869 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.26721230149269104, "torsion": 0.0, "alignment": 5.230829238891602, "S_field": 0.18896818161010742, "Gamma_field": 0.15282145142555237, "S_over_Gamma": 1.2365291118621826, "Da": 9.421449661254883, "E_coh": 0.5576988458633423, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -114.99, 49.23 ], [ -114.94, 49.23 ], [ -114.91, 49.19 ], [ -114.91, 49.16 ], [ -114.99, 49.16 ], [ -115.0, 49.17 ], [ -114.99, 49.18 ], [ -115.0, 49.2 ], [ -115.0, 49.22 ], [ -114.99, 49.23 ] ] ] }, "raw_probability": 0.0869, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "34a9787c7d72256f79f978e8a7f6d14dadf0cb3ed4bbca33103aef70f128a956", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0869, "probability": 0.001114, "confidence_lo": 0.00105, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9df6bb18d374df37edc341aedf8331a8776a8888a30fa9a222d9ff72fdf2af4b", "signature": { "alg": "ed25519", "sig": "7f307b924f13707c34353bf769b22df5f96348d832fdd895aa33ce99fd897b4c71c7d7a11467f2d1ff42156e27d7ab79bfcf8a7bdbebdde942a28c599f512305" } }, "receipt_sha256": "9df6bb18d374df37edc341aedf8331a8776a8888a30fa9a222d9ff72fdf2af4b" }, { "storm_id": "372358", "lat": 30.0065, "lon": -83.2835, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3927.0, "ebshear": 14.0, "srh01": 34.0, "maxllaz": 0.003, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 44.4436 }, { "name": "alignment", "value": -0.3004 }, { "name": "tau", "value": 4.065 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0861 }, "coherence_score": 4.064993858337402, "coherence_diagnostics": { "tau": 4.064993858337402, "grad_tau": 0.21376779675483704, "torsion": 0.0, "alignment": -0.30039840936660767, "S_field": 1.2915197610855103, "Gamma_field": 0.2578214704990387, "S_over_Gamma": 5.00935697555542, "Da": 16.509235382080078, "E_coh": 0.9543741941452026, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.3, 30.06 ], [ -83.29, 30.05 ], [ -83.27, 30.05 ], [ -83.22, 30.01 ], [ -83.23, 29.99 ], [ -83.23, 29.96 ], [ -83.24, 29.95 ], [ -83.25, 29.96 ], [ -83.28, 29.96 ], [ -83.3, 29.95 ], [ -83.32, 29.97 ], [ -83.31, 29.98 ], [ -83.31, 30.02 ], [ -83.33, 30.04 ], [ -83.33, 30.05 ], [ -83.31, 30.05 ], [ -83.3, 30.06 ] ] ] }, "raw_probability": 0.0861, "confidence_lo": 0.001, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "0b4fac672ad5b02b499c6a378c0138d0912227ba91f2dc8e8b695e0e8c1e6177", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0861, "probability": 0.001114, "confidence_lo": 0.00105, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f4257e5badc30397fe403631942a106949f6b739931b40b3e4ca01a019aa9481", "signature": { "alg": "ed25519", "sig": "dc93b406715366e3d2362d9ead93ba1cb04eeee7e3fbcc3bfda626b307d6eb1a49a99b5885635c164a63e202efa0c387546a25615f17b3c1c16d009833dcd90f" } }, "receipt_sha256": "f4257e5badc30397fe403631942a106949f6b739931b40b3e4ca01a019aa9481" }, { "storm_id": "372477", "lat": 48.6056, "lon": -103.0256, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 34.0, "ebshear": 19.0, "srh01": 68.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 27.3186 }, { "name": "alignment", "value": 0.1471 }, { "name": "tau", "value": 0.1446 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0855 }, "coherence_score": 0.1445567011833191, "coherence_diagnostics": { "tau": 0.1445567011833191, "grad_tau": 0.12804105877876282, "torsion": 0.0, "alignment": 0.1470806896686554, "S_field": 0.14578405022621155, "Gamma_field": 1.0894880294799805, "S_over_Gamma": 0.13380968570709229, "Da": 64.3387451171875, "E_coh": 0.1063544899225235, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.04, 48.64 ], [ -103.01, 48.62 ], [ -102.99, 48.62 ], [ -102.99, 48.58 ], [ -103.0, 48.57 ], [ -103.04, 48.57 ], [ -103.06, 48.59 ], [ -103.06, 48.62 ], [ -103.04, 48.64 ] ] ] }, "raw_probability": 0.0855, "confidence_lo": 0.0008, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "1eb63bb204afedd736a71ba18f1aa0d1cbb7a057cfa00c88c13f518d7a6ec496", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0855, "probability": 0.001113, "confidence_lo": 0.000782, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9081716a0af0e69603cad971248b77972be6e075fcfa5adeb4ea48952722398e", "signature": { "alg": "ed25519", "sig": "898ebd4d8c3fc349e88cfc4dbd6dc099194e4d83d71f49a34b9090258b997cc66dfa719e2b74d819f715ef9038d4613a595bc03ea3958ca8e10e1deb7a2eb803" } }, "receipt_sha256": "9081716a0af0e69603cad971248b77972be6e075fcfa5adeb4ea48952722398e" }, { "storm_id": "372135", "lat": 40.7489, "lon": -79.0856, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 934.0, "ebshear": 23.0, "srh01": 33.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 20.6936 }, { "name": "alignment", "value": 2.9649 }, { "name": "tau", "value": 1.1301 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0849 }, "coherence_score": 1.1300925016403198, "coherence_diagnostics": { "tau": 1.1300925016403198, "grad_tau": 0.17501448094844818, "torsion": 0.0, "alignment": 2.964876890182495, "S_field": 0.2586578130722046, "Gamma_field": 0.2603214681148529, "S_over_Gamma": 0.9936092495918274, "Da": 14.76036262512207, "E_coh": 0.4486022889614105, "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": [ [ [ -79.1, 40.78 ], [ -79.06, 40.78 ], [ -79.05, 40.77 ], [ -79.05, 40.73 ], [ -79.07, 40.71 ], [ -79.1, 40.71 ], [ -79.12, 40.73 ], [ -79.12, 40.75 ], [ -79.1, 40.78 ] ] ] }, "raw_probability": 0.0849, "confidence_lo": 0.0008, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "cc1de2f0633cbac2a65d82ba31334767efaed67e09ebf59c1e7d3888cf49a896", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0849, "probability": 0.001113, "confidence_lo": 0.000782, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4f325db241ec0127898464ac5faf62026ce934f3f03161557792d976e5d1ed90", "signature": { "alg": "ed25519", "sig": "23dd29f24317ad8837926d45e1f1539a000f3bdeb94c44933508b582f3ba99e37c8e1adc7169efa03b590b60c0f8267f36224b4032223ced14546e8472e1c70b" } }, "receipt_sha256": "4f325db241ec0127898464ac5faf62026ce934f3f03161557792d976e5d1ed90" }, { "storm_id": "372308", "lat": 27.3188, "lon": -83.74, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2797.0, "ebshear": 22.0, "srh01": 19.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 47.5686 }, { "name": "alignment", "value": -1.7255 }, { "name": "tau", "value": 3.1282 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0846 }, "coherence_score": 3.128195285797119, "coherence_diagnostics": { "tau": 3.128195285797119, "grad_tau": 0.6107807159423828, "torsion": 0.0, "alignment": -1.7255038022994995, "S_field": 0.7603765726089478, "Gamma_field": 0.23032145202159882, "S_over_Gamma": 3.3013710975646973, "Da": 14.332535743713379, "E_coh": 0.9362828731536865, "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": [ [ [ -83.75, 27.34 ], [ -83.72, 27.34 ], [ -83.71, 27.33 ], [ -83.71, 27.3 ], [ -83.74, 27.28 ], [ -83.77, 27.29 ], [ -83.77, 27.33 ], [ -83.75, 27.34 ] ] ] }, "raw_probability": 0.0846, "confidence_lo": 0.0008, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "74d928e77b1d6c712c02686f0fa7a0be7a28bca85ee23855903e99942f029ca1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0846, "probability": 0.001113, "confidence_lo": 0.000782, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5274c2303204017a5f98233c736856d019670a6be24cf6072d1c8698b93e5498", "signature": { "alg": "ed25519", "sig": "09908d866c51c097db9799f6b65bb323397245fd4afd013d2cb728976f31a6d47fe4f585e06226467ab6c9eea45de2af7de235f32d813a8699b7172a4089ac09" } }, "receipt_sha256": "5274c2303204017a5f98233c736856d019670a6be24cf6072d1c8698b93e5498" }, { "storm_id": "372501", "lat": 27.3458, "lon": -84.2733, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2157.0, "ebshear": 17.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 47.5686 }, { "name": "alignment", "value": -1.7255 }, { "name": "tau", "value": 3.1282 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0846 }, "coherence_score": 3.128195285797119, "coherence_diagnostics": { "tau": 3.128195285797119, "grad_tau": 0.6107807159423828, "torsion": 0.0, "alignment": -1.7255038022994995, "S_field": 0.7603765726089478, "Gamma_field": 0.23032145202159882, "S_over_Gamma": 3.3013710975646973, "Da": 14.332535743713379, "E_coh": 0.9362828731536865, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.31, 27.4 ], [ -84.27, 27.39 ], [ -84.26, 27.38 ], [ -84.24, 27.38 ], [ -84.23, 27.36 ], [ -84.23, 27.3 ], [ -84.24, 27.29 ], [ -84.27, 27.29 ], [ -84.28, 27.28 ], [ -84.32, 27.29 ], [ -84.32, 27.39 ], [ -84.31, 27.4 ] ] ] }, "raw_probability": 0.0846, "confidence_lo": 0.0008, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "74d928e77b1d6c712c02686f0fa7a0be7a28bca85ee23855903e99942f029ca1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0846, "probability": 0.001113, "confidence_lo": 0.000782, "confidence_hi": 0.001114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5274c2303204017a5f98233c736856d019670a6be24cf6072d1c8698b93e5498", "signature": { "alg": "ed25519", "sig": "09908d866c51c097db9799f6b65bb323397245fd4afd013d2cb728976f31a6d47fe4f585e06226467ab6c9eea45de2af7de235f32d813a8699b7172a4089ac09" } }, "receipt_sha256": "5274c2303204017a5f98233c736856d019670a6be24cf6072d1c8698b93e5498" }, { "storm_id": "372015", "lat": 26.2836, "lon": -80.0409, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4670.0, "ebshear": 17.0, "srh01": 59.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 39.0686 }, { "name": "alignment", "value": 1.0322 }, { "name": "tau", "value": 1.333 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0841 }, "coherence_score": 1.3330435752868652, "coherence_diagnostics": { "tau": 1.3330435752868652, "grad_tau": 1.0764801502227783, "torsion": 0.0, "alignment": 1.032207727432251, "S_field": 0.942107617855072, "Gamma_field": 0.21282145380973816, "S_over_Gamma": 4.426751136779785, "Da": 12.91088581085205, "E_coh": 0.9664218425750732, "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": [ [ [ -80.08, 26.33 ], [ -80.05, 26.33 ], [ -80.03, 26.29 ], [ -80.0, 26.27 ], [ -80.0, 26.25 ], [ -80.01, 26.25 ], [ -80.03, 26.27 ], [ -80.04, 26.26 ], [ -80.05, 26.27 ], [ -80.08, 26.27 ], [ -80.08, 26.33 ] ] ] }, "raw_probability": 0.0841, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2521a18e7e1394873215b3d4af3dde7fa49d9cd0910b20c33f2546edac0a48ed", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0841, "probability": 0.001095, "confidence_lo": 0.000742, "confidence_hi": 0.001095, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "65c09874ede28e430fe3dedc9617e519aa45bda2b5c4a56ab9136fdba4dfc1f7", "signature": { "alg": "ed25519", "sig": "3816af57fff0a91aa532ae9cffd9af79c2eb06f3ce1bc614e1a805d7b95d89654cd2d7b9fe8dce22ce29fe880cc59cce3042daf020496f07ac53cdc5ae658b04" } }, "receipt_sha256": "65c09874ede28e430fe3dedc9617e519aa45bda2b5c4a56ab9136fdba4dfc1f7" }, { "storm_id": "372099", "lat": 40.37, "lon": -105.19, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1343.0, "ebshear": 21.0, "srh01": 51.0, "maxllaz": 0.002, "mesh": 0.37, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 16.9436 }, { "name": "alignment", "value": -1.6015 }, { "name": "tau", "value": 0.4091 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.084 }, "coherence_score": 0.40908873081207275, "coherence_diagnostics": { "tau": 0.40908873081207275, "grad_tau": 0.04513509199023247, "torsion": 0.0, "alignment": -1.6015489101409912, "S_field": 0.13405819237232208, "Gamma_field": 0.5703215003013611, "S_over_Gamma": 0.23505723476409912, "Da": 31.91876792907715, "E_coh": 0.5141199827194214, "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": [ [ [ -105.2, 40.41 ], [ -105.16, 40.41 ], [ -105.15, 40.4 ], [ -105.15, 40.34 ], [ -105.18, 40.32 ], [ -105.21, 40.32 ], [ -105.23, 40.33 ], [ -105.23, 40.39 ], [ -105.2, 40.41 ] ] ] }, "raw_probability": 0.084, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "0da98d16d045b61817a780fe81a35c2ab61ebb1257ba5e83177d8a993527916e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.084, "probability": 0.001095, "confidence_lo": 0.000742, "confidence_hi": 0.001095, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "329ffbf68f48de51760c16797fd5e03700c9f930e12e172bb81b30413d4d2013", "signature": { "alg": "ed25519", "sig": "85d014d7ab770c8ec5055705bddf8d973526d66f4d665c8c664016c15132e2878732b0c296a67b807c26f91e85d4fed3b877ca636e29d06510193477b53f650e" } }, "receipt_sha256": "329ffbf68f48de51760c16797fd5e03700c9f930e12e172bb81b30413d4d2013" }, { "storm_id": "371645", "lat": 43.9017, "lon": -75.0994, "motion_east": 9.1, "motion_south": -7.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1198.0, "ebshear": 33.0, "srh01": 18.0, "maxllaz": 0.006, "mesh": 0.03, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 30.1936 }, { "name": "alignment", "value": 5.4447 }, { "name": "tau", "value": 1.9628 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0839 }, "coherence_score": 1.962820291519165, "coherence_diagnostics": { "tau": 1.962820291519165, "grad_tau": 0.06582114845514297, "torsion": 0.0, "alignment": 5.4446821212768555, "S_field": 0.5468401908874512, "Gamma_field": 0.22615478932857513, "S_over_Gamma": 2.4179906845092773, "Da": 12.42957878112793, "E_coh": 0.8629382252693176, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.11, 43.98 ], [ -75.07, 43.98 ], [ -75.05, 43.97 ], [ -75.05, 43.96 ], [ -75.03, 43.94 ], [ -75.03, 43.91 ], [ -75.04, 43.9 ], [ -75.04, 43.88 ], [ -75.08, 43.84 ], [ -75.08, 43.82 ], [ -75.1, 43.8 ], [ -75.14, 43.78 ], [ -75.19, 43.82 ], [ -75.19, 43.88 ], [ -75.18, 43.89 ], [ -75.17, 43.93 ], [ -75.13, 43.97 ], [ -75.11, 43.98 ] ] ] }, "raw_probability": 0.0839, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6664f9843a0fe9035e8b615a196cf080bad1c2378422ff23397782d3f3ee51f7", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0839, "probability": 0.001095, "confidence_lo": 0.000742, "confidence_hi": 0.001095, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "75ab91ac8aa3607ab4f2b9e9e06af6c67b7656a928dc27dc5fe45582c4249392", "signature": { "alg": "ed25519", "sig": "e993ad93abe75a37a032dffaed86580723f3a9ab533e0a22d3c3bdf48a715dfe7d9f8d6cb0d5701c3f6efdab996ba146cd78705007a447c04ac219d97b346e0f" } }, "receipt_sha256": "75ab91ac8aa3607ab4f2b9e9e06af6c67b7656a928dc27dc5fe45582c4249392" }, { "storm_id": "372483", "lat": 43.0991, "lon": -78.7864, "motion_east": 7.2, "motion_south": 1.2, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 742.0, "ebshear": 7.0, "srh01": 2.0, "maxllaz": 0.004, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 28.6936 }, { "name": "alignment", "value": 7.1611 }, { "name": "tau", "value": 1.4827 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0833 }, "coherence_score": 1.4827407598495483, "coherence_diagnostics": { "tau": 1.4827407598495483, "grad_tau": 0.13746462762355804, "torsion": 0.0, "alignment": 7.161096096038818, "S_field": 0.2719864547252655, "Gamma_field": 0.17115478217601776, "S_over_Gamma": 1.589125633239746, "Da": 9.890095710754395, "E_coh": 0.39988386631011963, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.79, 43.14 ], [ -78.75, 43.14 ], [ -78.74, 43.13 ], [ -78.74, 43.08 ], [ -78.76, 43.06 ], [ -78.79, 43.06 ], [ -78.81, 43.05 ], [ -78.83, 43.07 ], [ -78.83, 43.1 ], [ -78.82, 43.12 ], [ -78.79, 43.14 ] ] ] }, "raw_probability": 0.0833, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "c5554679d8c49540a06e2ebaf88a72cd9cd0cab0608a8802719dc4f1cafd20ac", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0833, "probability": 0.001095, "confidence_lo": 0.000742, "confidence_hi": 0.001095, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e6be1cbe1aaf10f7b5e79d8a0978faea82a6fcccce7edd2e7b41cee182bd5c8f", "signature": { "alg": "ed25519", "sig": "14bd637f876d0f55241649f3b852b3f0b944b2f70a4822d19c0c9d0974f63f3b68f5a1a68c6bdedee5ea74733c023a3029396e2a8868a3bca6ed9d7cdc8e1b00" } }, "receipt_sha256": "e6be1cbe1aaf10f7b5e79d8a0978faea82a6fcccce7edd2e7b41cee182bd5c8f" }, { "storm_id": "372244", "lat": 49.5619, "lon": -117.1725, "motion_east": 5.2, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1569.0, "ebshear": 18.0, "srh01": 38.0, "maxllaz": 0.001, "mesh": 0.88, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0828 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "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": [ [ [ -117.14, 49.66 ], [ -117.08, 49.66 ], [ -117.03, 49.61 ], [ -117.03, 49.57 ], [ -117.06, 49.55 ], [ -117.09, 49.55 ], [ -117.13, 49.53 ], [ -117.19, 49.53 ], [ -117.25, 49.47 ], [ -117.27, 49.46 ], [ -117.31, 49.47 ], [ -117.31, 49.52 ], [ -117.3, 49.54 ], [ -117.25, 49.59 ], [ -117.18, 49.62 ], [ -117.14, 49.66 ] ] ] }, "raw_probability": 0.0828, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3eabe6b6edf41b8dc668d80fbf771a8808a5b0bd26d987946cb9b246e42f84c9", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0828, "probability": 0.001095, "confidence_lo": 0.000742, "confidence_hi": 0.001095, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9456022e7402b8d31e627940eeb249d5fe4d9592eaab5861673b4d743ba57918", "signature": { "alg": "ed25519", "sig": "d1670697c7a68760eaad896348bd0b34ee89a40da73acca04b3cac87bb85bab48de8fd783d05b8bd6538b2e154883a372f29096720f9cea663d5ee38900b3f0e" } }, "receipt_sha256": "9456022e7402b8d31e627940eeb249d5fe4d9592eaab5861673b4d743ba57918" }, { "storm_id": "372526", "lat": 35.6329, "lon": -110.2886, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 843.0, "ebshear": 9.0, "srh01": 9.0, "maxllaz": 0.0, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 25.0686 }, { "name": "alignment", "value": -0.474 }, { "name": "tau", "value": 0.3889 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0827 }, "coherence_score": 0.38890355825424194, "coherence_diagnostics": { "tau": 0.38890355825424194, "grad_tau": 0.06820250302553177, "torsion": 0.0, "alignment": -0.47402000427246094, "S_field": 0.23549097776412964, "Gamma_field": 0.6686547994613647, "S_over_Gamma": 0.3521861732006073, "Da": 40.44987487792969, "E_coh": 0.34545964002609253, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.32, 35.68 ], [ -110.29, 35.67 ], [ -110.28, 35.65 ], [ -110.27, 35.65 ], [ -110.26, 35.67 ], [ -110.26, 35.64 ], [ -110.25, 35.63 ], [ -110.25, 35.61 ], [ -110.26, 35.6 ], [ -110.3, 35.6 ], [ -110.31, 35.59 ], [ -110.33, 35.59 ], [ -110.34, 35.6 ], [ -110.32, 35.68 ] ] ] }, "raw_probability": 0.0827, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3d42f53ec84a78565ab38daf13d3e2e40ac5f4b6aa0932b6dbb0e31cb7041dd3", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0827, "probability": 0.001095, "confidence_lo": 0.000742, "confidence_hi": 0.001095, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "69d146a54469adf584166a8a13f8eddb0286e849356f38a4f7e5e769fdcc8d08", "signature": { "alg": "ed25519", "sig": "886aca5e004bac17e39439b25367a945ca356375bbb0d2d8feb6f988d53c231596ccd5bc1e73873eeb3a1d67c8007d9e7e181535892c73bd808633fe595aaa0e" } }, "receipt_sha256": "69d146a54469adf584166a8a13f8eddb0286e849356f38a4f7e5e769fdcc8d08" }, { "storm_id": "371583", "lat": 33.119, "lon": -75.036, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2897.0, "ebshear": 10.0, "srh01": 32.0, "maxllaz": 0.001, "mesh": 0.3, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 48.9436 }, { "name": "alignment", "value": 0.4367 }, { "name": "tau", "value": 3.7302 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0823 }, "coherence_score": 3.730156421661377, "coherence_diagnostics": { "tau": 3.730156421661377, "grad_tau": 0.16912062466144562, "torsion": 0.0, "alignment": 0.4366993010044098, "S_field": 0.4015548527240753, "Gamma_field": 0.3919881582260132, "S_over_Gamma": 1.024405598640442, "Da": 25.735143661499023, "E_coh": 0.864461362361908, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.07, 33.15 ], [ -75.01, 33.15 ], [ -75.01, 33.13 ], [ -74.98, 33.1 ], [ -75.01, 33.08 ], [ -75.04, 33.08 ], [ -75.05, 33.09 ], [ -75.05, 33.12 ], [ -75.07, 33.14 ], [ -75.07, 33.15 ] ] ] }, "raw_probability": 0.0823, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "1f5d571030fc284d3e15b144b506bebde63485afc2603ea650aca015902274de", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0823, "probability": 0.001075, "confidence_lo": 0.000731, "confidence_hi": 0.001075, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2f19171dff7db1108efb0a385c66b92e8cf93bf220e62a06fa914aa87d88891", "signature": { "alg": "ed25519", "sig": "5898976a07acf877aa8d773a59b1ecd41011f1739253b96ae1a053666754d81c4ed3fc3f0be6e36e0fd1a0d8274a5b89453df2a93ecf3f7091c052069d7f3f0a" } }, "receipt_sha256": "e2f19171dff7db1108efb0a385c66b92e8cf93bf220e62a06fa914aa87d88891" }, { "storm_id": "372180", "lat": 49.8673, "lon": -104.1164, "motion_east": 5.3, "motion_south": 0.8, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 726.0, "ebshear": 33.0, "srh01": 116.0, "maxllaz": 0.004, "mesh": 0.28, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 116.0 }, { "name": "hrrr_pwat", "value": 22.3186 }, { "name": "alignment", "value": 1.1683 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0819 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1592760533094406, "torsion": 0.0, "alignment": 1.1683292388916016, "S_field": 0.0691891610622406, "Gamma_field": 1.1228214502334595, "S_over_Gamma": 0.0616208054125309, "Da": 63.684818267822266, "E_coh": 0.17436762154102325, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.22, 49.94 ], [ -104.16, 49.94 ], [ -104.16, 49.93 ], [ -104.13, 49.91 ], [ -104.01, 49.92 ], [ -104.0, 49.91 ], [ -103.96, 49.9 ], [ -103.92, 49.85 ], [ -103.92, 49.78 ], [ -103.93, 49.77 ], [ -104.03, 49.77 ], [ -104.04, 49.78 ], [ -104.09, 49.78 ], [ -104.13, 49.81 ], [ -104.14, 49.84 ], [ -104.17, 49.87 ], [ -104.25, 49.87 ], [ -104.27, 49.86 ], [ -104.28, 49.87 ], [ -104.28, 49.92 ], [ -104.25, 49.92 ], [ -104.22, 49.94 ] ] ] }, "raw_probability": 0.0819, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0819, "probability": 0.001075, "confidence_lo": 0.000731, "confidence_hi": 0.001075, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d3e6838df1c53cc7944b3953f63bbfcf8e9311c0e14c74a7ae1775444e3ea56a", "signature": { "alg": "ed25519", "sig": "df8feb163438251521b157e54d31b1ddbcd6974820255ac6c78f368861a94707e03e945966f926031d174ca125a4b3f043098bd349e44279ddad039ae35a5b04" } }, "receipt_sha256": "d3e6838df1c53cc7944b3953f63bbfcf8e9311c0e14c74a7ae1775444e3ea56a" }, { "storm_id": "372313", "lat": 49.8954, "lon": -117.0954, "motion_east": 4.8, "motion_south": -2.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1575.0, "ebshear": 16.0, "srh01": 32.0, "maxllaz": 0.003, "mesh": 0.33, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0817 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "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": [ [ [ -117.11, 49.96 ], [ -117.07, 49.95 ], [ -117.05, 49.93 ], [ -117.03, 49.89 ], [ -117.03, 49.85 ], [ -117.06, 49.81 ], [ -117.09, 49.81 ], [ -117.13, 49.84 ], [ -117.13, 49.87 ], [ -117.15, 49.91 ], [ -117.14, 49.92 ], [ -117.14, 49.94 ], [ -117.11, 49.96 ] ] ] }, "raw_probability": 0.0817, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "79d761cac54576892ddcd38abbaa045fd592c65c43d35c3db22816cdfe50b4df", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0817, "probability": 0.001075, "confidence_lo": 0.000731, "confidence_hi": 0.001075, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7caee1e390193e2c7dd4239310693ceb02e669d67e501452bf5538d67ac0dd9f", "signature": { "alg": "ed25519", "sig": "0439252f1f041de89b4ecac9a718279e743f5cfe35055fe5eb37a4d4494cb489bd08647bed745601fac6416f1c8c4693b94bdcaebfe01d7ec090ba8ec964dd0e" } }, "receipt_sha256": "7caee1e390193e2c7dd4239310693ceb02e669d67e501452bf5538d67ac0dd9f" }, { "storm_id": "372454", "lat": 36.4667, "lon": -105.8783, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0011, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 675.0, "ebshear": 8.0, "srh01": 24.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 24.9436 }, { "name": "alignment", "value": -4.2814 }, { "name": "tau", "value": 0.4911 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0817 }, "coherence_score": 0.4911086857318878, "coherence_diagnostics": { "tau": 0.4911086857318878, "grad_tau": 0.029728755354881287, "torsion": 0.0, "alignment": -4.2813520431518555, "S_field": 0.4419693946838379, "Gamma_field": 0.5753214955329895, "S_over_Gamma": 0.7682129144668579, "Da": 35.046897888183594, "E_coh": 0.8207232356071472, "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": [ [ [ -105.87, 36.51 ], [ -105.83, 36.5 ], [ -105.83, 36.47 ], [ -105.82, 36.45 ], [ -105.88, 36.42 ], [ -105.9, 36.42 ], [ -105.91, 36.43 ], [ -105.94, 36.43 ], [ -105.91, 36.46 ], [ -105.9, 36.5 ], [ -105.88, 36.5 ], [ -105.87, 36.51 ] ] ] }, "raw_probability": 0.0817, "confidence_lo": 0.0007, "confidence_hi": 0.0011, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "79d761cac54576892ddcd38abbaa045fd592c65c43d35c3db22816cdfe50b4df", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0817, "probability": 0.001075, "confidence_lo": 0.000731, "confidence_hi": 0.001075, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7caee1e390193e2c7dd4239310693ceb02e669d67e501452bf5538d67ac0dd9f", "signature": { "alg": "ed25519", "sig": "0439252f1f041de89b4ecac9a718279e743f5cfe35055fe5eb37a4d4494cb489bd08647bed745601fac6416f1c8c4693b94bdcaebfe01d7ec090ba8ec964dd0e" } }, "receipt_sha256": "7caee1e390193e2c7dd4239310693ceb02e669d67e501452bf5538d67ac0dd9f" }, { "storm_id": "372504", "lat": 26.8085, "lon": -85.7289, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2787.0, "ebshear": 18.0, "srh01": 16.0, "maxllaz": 0.0, "mesh": 0.29, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 49.9436 }, { "name": "alignment", "value": -1.4099 }, { "name": "tau", "value": 2.561 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0808 }, "coherence_score": 2.561030149459839, "coherence_diagnostics": { "tau": 2.561030149459839, "grad_tau": 0.9116623997688293, "torsion": 0.0, "alignment": -1.409895658493042, "S_field": 1.0199590921401978, "Gamma_field": 0.18865478038787842, "S_over_Gamma": 5.406484127044678, "Da": 11.776484489440918, "E_coh": 0.9479434490203857, "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": [ [ [ -85.71, 26.88 ], [ -85.7, 26.88 ], [ -85.69, 26.88 ], [ -85.68, 26.87 ], [ -85.68, 26.86 ], [ -85.68, 26.85 ], [ -85.67, 26.84 ], [ -85.67, 26.83 ], [ -85.67, 26.82 ], [ -85.66, 26.81 ], [ -85.66, 26.8 ], [ -85.66, 26.79 ], [ -85.67, 26.79 ], [ -85.68, 26.79 ], [ -85.69, 26.79 ], [ -85.7, 26.79 ], [ -85.71, 26.79 ], [ -85.72, 26.79 ], [ -85.73, 26.78 ], [ -85.73, 26.77 ], [ -85.74, 26.77 ], [ -85.75, 26.77 ], [ -85.76, 26.77 ], [ -85.77, 26.77 ], [ -85.78, 26.77 ], [ -85.79, 26.77 ], [ -85.8, 26.77 ], [ -85.81, 26.77 ], [ -85.81, 26.78 ], [ -85.8, 26.77 ], [ -85.79, 26.77 ], [ -85.78, 26.77 ], [ -85.77, 26.77 ], [ -85.76, 26.77 ], [ -85.75, 26.78 ], [ -85.75, 26.79 ], [ -85.75, 26.8 ], [ -85.75, 26.81 ], [ -85.75, 26.82 ], [ -85.75, 26.83 ], [ -85.74, 26.84 ], [ -85.73, 26.85 ], [ -85.73, 26.86 ], [ -85.73, 26.87 ], [ -85.72, 26.87 ], [ -85.71, 26.88 ] ] ] }, "raw_probability": 0.0808, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "acd264fec6c58fc7539ba88a77d27cdbaa67f49f97d22d47b89a3588d6b26cfa", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0808, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0cfbc98cd1a4085361fb3e24810ed3a1824178dab0e8b1338fece7a5f441a9d5", "signature": { "alg": "ed25519", "sig": "b557a5d16ad6123e5cd71bede4eba112a3ea386042930ac4690441c2d6e652bb3a51fd6e724e614cd452a4796c20ed93a4c41e3dfa8a13f0fe918036e3534403" } }, "receipt_sha256": "0cfbc98cd1a4085361fb3e24810ed3a1824178dab0e8b1338fece7a5f441a9d5" }, { "storm_id": "372111", "lat": 50.8478, "lon": -110.7744, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 707.0, "ebshear": 38.0, "srh01": 1.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 15.3186 }, { "name": "alignment", "value": -3.7067 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0807 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4798162579536438, "torsion": 0.0, "alignment": -3.7066707611083984, "S_field": 0.30815812945365906, "Gamma_field": 0.15532144904136658, "S_over_Gamma": 1.9840024709701538, "Da": 8.79882526397705, "E_coh": 0.7235443592071533, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.77, 50.88 ], [ -110.75, 50.87 ], [ -110.75, 50.82 ], [ -110.76, 50.81 ], [ -110.79, 50.81 ], [ -110.8, 50.82 ], [ -110.8, 50.87 ], [ -110.78, 50.87 ], [ -110.77, 50.88 ] ] ] }, "raw_probability": 0.0807, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "57511f86124ac0dff05e0d1cffbe2ee9d60b397f80b440277871451870fcd0ec", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0807, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3042cf91989a62a6ea227d2150f6c18c23eb9111cca9e6e708a5ddb0c9b91e7d", "signature": { "alg": "ed25519", "sig": "ffd99f9754688033d7acbc1476b8e030f05ef129af9262acbf538a038ea24556342925c3a1148120fbe2d860159ca7af2ce2dd231e8e0f319cf4956b8e0dc402" } }, "receipt_sha256": "3042cf91989a62a6ea227d2150f6c18c23eb9111cca9e6e708a5ddb0c9b91e7d" }, { "storm_id": "372507", "lat": 47.99, "lon": -111.0212, "motion_east": 6.2, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1291.0, "ebshear": 41.0, "srh01": 30.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 24.0686 }, { "name": "alignment", "value": -0.38 }, { "name": "tau", "value": 0.6841 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0803 }, "coherence_score": 0.6841092705726624, "coherence_diagnostics": { "tau": 0.6841092705726624, "grad_tau": 0.0936555489897728, "torsion": 0.0, "alignment": -0.3799844980239868, "S_field": 0.6322269439697266, "Gamma_field": 0.2744881212711334, "S_over_Gamma": 2.3032944202423096, "Da": 16.853496551513672, "E_coh": 0.7994509935379028, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.03, 48.02 ], [ -110.99, 48.02 ], [ -110.99, 47.97 ], [ -111.01, 47.96 ], [ -111.03, 47.96 ], [ -111.04, 47.97 ], [ -111.05, 48.0 ], [ -111.03, 48.02 ] ] ] }, "raw_probability": 0.0803, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "7ef25b84eca3b57f2a3b1f68a4cded1d114478503ae4b442fd0fc3719ad70b34", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0803, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48daf0d8d8b6e0a34e039d53782c8fa8ff4934a0a947b70926d6e26a15c2de51", "signature": { "alg": "ed25519", "sig": "1b3f41d480071f1fed05056feb82cfdab906172e99c982a299d7f299b4040fe39d2c36b26bd631243c8ca4735167b611283ef21f61f253db594915aa5393e30b" } }, "receipt_sha256": "48daf0d8d8b6e0a34e039d53782c8fa8ff4934a0a947b70926d6e26a15c2de51" }, { "storm_id": "372134", "lat": 41.1178, "lon": -78.7467, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 918.0, "ebshear": 23.0, "srh01": 36.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 21.3186 }, { "name": "alignment", "value": 1.5568 }, { "name": "tau", "value": 1.3685 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0802 }, "coherence_score": 1.3685050010681152, "coherence_diagnostics": { "tau": 1.3685050010681152, "grad_tau": 0.15439441800117493, "torsion": 0.0, "alignment": 1.5567522048950195, "S_field": 0.3863902986049652, "Gamma_field": 0.26615479588508606, "S_over_Gamma": 1.4517502784729004, "Da": 14.5233154296875, "E_coh": 0.704208254814148, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.76, 41.16 ], [ -78.74, 41.16 ], [ -78.7, 41.13 ], [ -78.7, 41.09 ], [ -78.72, 41.07 ], [ -78.76, 41.07 ], [ -78.79, 41.09 ], [ -78.79, 41.13 ], [ -78.76, 41.16 ] ] ] }, "raw_probability": 0.0802, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "92321eb8e1837ce363cbf52d437b159017bdc140d1ca33dd1478019b258f5be3", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0802, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "42acc3ac7e59c424e1795a242ee424d5b8841d53443f2ccc7f764aaf22a3c80e", "signature": { "alg": "ed25519", "sig": "f89b71e85117d8ad690b8597102952b6e5aa9629fb4b6b6c666f054c9d8f34778da5ca71bab83cb4913bf90d1d32cb6fba1aa0c8f84a5226fc6d58ad8faf4501" } }, "receipt_sha256": "42acc3ac7e59c424e1795a242ee424d5b8841d53443f2ccc7f764aaf22a3c80e" }, { "storm_id": "372127", "lat": 43.1257, "lon": -78.4871, "motion_east": 7.3, "motion_south": 1.3, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 767.0, "ebshear": 9.0, "srh01": 0.0, "maxllaz": 0.006, "mesh": 0.15, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 28.6936 }, { "name": "alignment", "value": 7.1611 }, { "name": "tau", "value": 1.4827 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0788 }, "coherence_score": 1.4827407598495483, "coherence_diagnostics": { "tau": 1.4827407598495483, "grad_tau": 0.13746462762355804, "torsion": 0.0, "alignment": 7.161096096038818, "S_field": 0.2719864547252655, "Gamma_field": 0.17115478217601776, "S_over_Gamma": 1.589125633239746, "Da": 9.890095710754395, "E_coh": 0.39988386631011963, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.42, 43.18 ], [ -78.36, 43.18 ], [ -78.35, 43.17 ], [ -78.35, 43.13 ], [ -78.37, 43.11 ], [ -78.41, 43.1 ], [ -78.42, 43.09 ], [ -78.49, 43.09 ], [ -78.5, 43.08 ], [ -78.53, 43.08 ], [ -78.56, 43.06 ], [ -78.65, 43.06 ], [ -78.65, 43.13 ], [ -78.64, 43.14 ], [ -78.59, 43.14 ], [ -78.58, 43.15 ], [ -78.51, 43.15 ], [ -78.49, 43.13 ], [ -78.48, 43.13 ], [ -78.46, 43.16 ], [ -78.42, 43.18 ] ] ] }, "raw_probability": 0.0788, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "be82900530b0f5d16fbdd2f07c25eee2067db6d2206ee63c4002b2f631b44989", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0788, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9c238017dabd3b12cbc44d5cdf458de78815c10c28cfc053074992a1cebb3f51", "signature": { "alg": "ed25519", "sig": "827042ac7368506a2ba2208f0f9b0abe4ad3bbd4370a74fab5239c6abb5d18560f93d4739cc0a7e47168efcb15c703844c801bd1689b22a55222122dc6995f08" } }, "receipt_sha256": "9c238017dabd3b12cbc44d5cdf458de78815c10c28cfc053074992a1cebb3f51" }, { "storm_id": "372492", "lat": 36.1493, "lon": -113.814, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 609.0, "ebshear": 18.0, "srh01": 26.0, "maxllaz": 0.002, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 19.0686 }, { "name": "alignment", "value": -3.5945 }, { "name": "tau", "value": 0.2516 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0786 }, "coherence_score": 0.25164341926574707, "coherence_diagnostics": { "tau": 0.25164341926574707, "grad_tau": 0.054662954062223434, "torsion": 0.0, "alignment": -3.594491481781006, "S_field": 0.10254175961017609, "Gamma_field": 0.5011547803878784, "S_over_Gamma": 0.20461095869541168, "Da": 29.9807186126709, "E_coh": 0.6892238259315491, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -113.85, 36.19 ], [ -113.84, 36.18 ], [ -113.82, 36.18 ], [ -113.81, 36.19 ], [ -113.77, 36.17 ], [ -113.77, 36.15 ], [ -113.78, 36.14 ], [ -113.77, 36.12 ], [ -113.78, 36.11 ], [ -113.81, 36.11 ], [ -113.82, 36.1 ], [ -113.84, 36.11 ], [ -113.84, 36.13 ], [ -113.86, 36.17 ], [ -113.85, 36.19 ] ] ] }, "raw_probability": 0.0786, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "de77acc8c145d71bdc59f6fe4c34c6e67af3e5c232ccc3d3f22cb72a373fa842", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0786, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a146a1b69b0e11a8b6d6fc4a3cefdfb9f469f25f2a754722d5a97e20d022ea03", "signature": { "alg": "ed25519", "sig": "e8885efc85b01f440531ac9bec2580cadf1533b297544a266fe397f59575bddfa2b8cd5541542121c81e1593d19440d5f3da6e5321dd91490dadceaf4f578404" } }, "receipt_sha256": "a146a1b69b0e11a8b6d6fc4a3cefdfb9f469f25f2a754722d5a97e20d022ea03" }, { "storm_id": "372518", "lat": 43.2585, "lon": -78.1731, "motion_east": 7.0, "motion_south": 1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 812.0, "ebshear": 12.0, "srh01": 1.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 28.6936 }, { "name": "alignment", "value": 7.1611 }, { "name": "tau", "value": 1.4827 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0781 }, "coherence_score": 1.4827407598495483, "coherence_diagnostics": { "tau": 1.4827407598495483, "grad_tau": 0.13746462762355804, "torsion": 0.0, "alignment": 7.161096096038818, "S_field": 0.2719864547252655, "Gamma_field": 0.17115478217601776, "S_over_Gamma": 1.589125633239746, "Da": 9.890095710754395, "E_coh": 0.39988386631011963, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.18, 43.3 ], [ -78.17, 43.29 ], [ -78.15, 43.29 ], [ -78.14, 43.28 ], [ -78.14, 43.26 ], [ -78.11, 43.23 ], [ -78.13, 43.23 ], [ -78.17, 43.21 ], [ -78.21, 43.21 ], [ -78.23, 43.23 ], [ -78.22, 43.25 ], [ -78.22, 43.28 ], [ -78.18, 43.3 ] ] ] }, "raw_probability": 0.0781, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "33f29034f047c1433e746d91c3e1a6af85e40d597187f833c364432b2247fe8a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0781, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c506ddfc53e8342600e719562a584e629d2f5ee016f14be0e5649d958322f3ef", "signature": { "alg": "ed25519", "sig": "37129620f4e94faa60858f563f74d822341d63bea39ad41fd7cf2c210ed7cadc496996d39f2634d424188bf98824703c906579eb7a12a44456ead3c9e4386101" } }, "receipt_sha256": "c506ddfc53e8342600e719562a584e629d2f5ee016f14be0e5649d958322f3ef" }, { "storm_id": "372227", "lat": 43.5833, "lon": -111.2267, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1390.0, "ebshear": 25.0, "srh01": 39.0, "maxllaz": 0.005, "mesh": 0.45, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 12.6936 }, { "name": "alignment", "value": -0.8266 }, { "name": "tau", "value": 0.5581 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0779 }, "coherence_score": 0.5580875873565674, "coherence_diagnostics": { "tau": 0.5580875873565674, "grad_tau": 0.08850057423114777, "torsion": 0.0, "alignment": -0.8265635967254639, "S_field": 0.18477705121040344, "Gamma_field": 0.4361548125743866, "S_over_Gamma": 0.4236501455307007, "Da": 25.206724166870117, "E_coh": 0.35818591713905334, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.24, 43.62 ], [ -111.2, 43.62 ], [ -111.18, 43.6 ], [ -111.18, 43.57 ], [ -111.22, 43.53 ], [ -111.24, 43.53 ], [ -111.27, 43.57 ], [ -111.27, 43.59 ], [ -111.24, 43.62 ] ] ] }, "raw_probability": 0.0779, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4c367288a83790319d9b926b6d7cc45d3f505fa033db87d72464ebe0c184c3e7", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0779, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d08a9d7f9b2f43d47287149c87f5570f708b9cf98b56b093c3e927d91832ab37", "signature": { "alg": "ed25519", "sig": "ed5cf952ef7a9864f7a240ab00b077d6891727ca3aed55d315ad0d091431d25b56154d56fd199e92e658a9feacc463324a60c73efa976f02a8e05790aebde309" } }, "receipt_sha256": "d08a9d7f9b2f43d47287149c87f5570f708b9cf98b56b093c3e927d91832ab37" }, { "storm_id": "372367", "lat": 41.3222, "lon": -77.1956, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1117.0, "ebshear": 29.0, "srh01": 20.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 23.0686 }, { "name": "alignment", "value": 4.3716 }, { "name": "tau", "value": 1.4408 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0777 }, "coherence_score": 1.4408029317855835, "coherence_diagnostics": { "tau": 1.4408029317855835, "grad_tau": 0.15069326758384705, "torsion": 0.0, "alignment": 4.371607780456543, "S_field": 0.507150411605835, "Gamma_field": 0.21948812901973724, "S_over_Gamma": 2.31060528755188, "Da": 12.02309513092041, "E_coh": 0.6750644445419312, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.21, 41.35 ], [ -77.18, 41.35 ], [ -77.16, 41.33 ], [ -77.16, 41.3 ], [ -77.17, 41.29 ], [ -77.21, 41.29 ], [ -77.23, 41.31 ], [ -77.23, 41.33 ], [ -77.21, 41.35 ] ] ] }, "raw_probability": 0.0777, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "38709471c7dddff55e8f158d63dffb297ed1d9c5549c2ff29526316a92b6c07f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0777, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f468f324c22dcf882c94957c4fec1bd5de1e72aca3a02b41fd93b4cfa42779a3", "signature": { "alg": "ed25519", "sig": "3cb80b970a759fa72193d29e8f42155ea9d32890ae14bde1c501963f7aa07ff3a6afe2abf6e89186b5be7804b8a7e843349c09c4d07059a3849d943583ad2a07" } }, "receipt_sha256": "f468f324c22dcf882c94957c4fec1bd5de1e72aca3a02b41fd93b4cfa42779a3" }, { "storm_id": "372434", "lat": 33.0644, "lon": -74.8478, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2937.0, "ebshear": 11.0, "srh01": 37.0, "maxllaz": 0.001, "mesh": 0.3, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 48.9436 }, { "name": "alignment", "value": 0.4367 }, { "name": "tau", "value": 3.7302 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0774 }, "coherence_score": 3.730156421661377, "coherence_diagnostics": { "tau": 3.730156421661377, "grad_tau": 0.16912062466144562, "torsion": 0.0, "alignment": 0.4366993010044098, "S_field": 0.4015548527240753, "Gamma_field": 0.3919881582260132, "S_over_Gamma": 1.024405598640442, "Da": 25.735143661499023, "E_coh": 0.864461362361908, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.86, 33.1 ], [ -74.84, 33.1 ], [ -74.82, 33.08 ], [ -74.81, 33.04 ], [ -74.83, 33.02 ], [ -74.86, 33.02 ], [ -74.88, 33.03 ], [ -74.87, 33.09 ], [ -74.86, 33.1 ] ] ] }, "raw_probability": 0.0774, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2227b530c0132976d8903c0560863199451658d9c578d72943c6f825f0c1af34", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0774, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "20a5fe38b0d85ab92167e33c7d7ebff65bd9bd3ce98821ccafa5243c3f370133", "signature": { "alg": "ed25519", "sig": "c5cd311820f2de474cb09343433e3fd750bb95ea98e9221f38a2df6e48a4712b83afeabe5a18f6e43906d58497435789826a684a9f797e404fd06fc8e8785006" } }, "receipt_sha256": "20a5fe38b0d85ab92167e33c7d7ebff65bd9bd3ce98821ccafa5243c3f370133" }, { "storm_id": "372123", "lat": 44.5044, "lon": -77.4711, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1158.0, "ebshear": 21.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 28.6936 }, { "name": "alignment", "value": 6.2538 }, { "name": "tau", "value": 1.7082 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0772 }, "coherence_score": 1.7082271575927734, "coherence_diagnostics": { "tau": 1.7082271575927734, "grad_tau": 0.16368743777275085, "torsion": 0.0, "alignment": 6.253818511962891, "S_field": 0.37277165055274963, "Gamma_field": 0.15282145142555237, "S_over_Gamma": 2.439262628555298, "Da": 8.631536483764648, "E_coh": 0.6328802704811096, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.49, 44.54 ], [ -77.44, 44.54 ], [ -77.43, 44.53 ], [ -77.43, 44.48 ], [ -77.45, 44.46 ], [ -77.49, 44.46 ], [ -77.51, 44.48 ], [ -77.51, 44.51 ], [ -77.49, 44.54 ] ] ] }, "raw_probability": 0.0772, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d63ac74ca466d7a1f9ca41beb5028024e0a23a5533e60c9b9dc195717d099940", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0772, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dc7fcde023e9cec33b28f0644d0af5d6f9e868e953007db62ea7437b5801e66c", "signature": { "alg": "ed25519", "sig": "7fb5a047164b641ef3860528f1e367732384ca99c8cf693f30cb6675407f17212d012fb9f0a7b11aa82e6d0f1239187d7adcde3cd5b06dac105cdd053361db02" } }, "receipt_sha256": "dc7fcde023e9cec33b28f0644d0af5d6f9e868e953007db62ea7437b5801e66c" }, { "storm_id": "372265", "lat": 27.1183, "lon": -83.1353, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1699.0, "ebshear": 14.0, "srh01": 21.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 51.8186 }, { "name": "alignment", "value": -2.1399 }, { "name": "tau", "value": 2.4618 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0767 }, "coherence_score": 2.4618444442749023, "coherence_diagnostics": { "tau": 2.4618444442749023, "grad_tau": 0.9191164374351501, "torsion": 0.0, "alignment": -2.139916181564331, "S_field": 1.0395314693450928, "Gamma_field": 0.20282144844532013, "S_over_Gamma": 5.12535285949707, "Da": 12.535308837890625, "E_coh": 0.943906843662262, "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": [ [ [ -83.15, 27.22 ], [ -83.12, 27.22 ], [ -83.1, 27.2 ], [ -83.07, 27.22 ], [ -83.02, 27.21 ], [ -83.01, 27.19 ], [ -83.01, 27.16 ], [ -83.03, 27.14 ], [ -83.02, 27.04 ], [ -83.05, 27.04 ], [ -83.07, 27.02 ], [ -83.09, 27.03 ], [ -83.09, 27.06 ], [ -83.1, 27.07 ], [ -83.09, 27.13 ], [ -83.1, 27.14 ], [ -83.11, 27.13 ], [ -83.12, 27.14 ], [ -83.13, 27.13 ], [ -83.14, 27.11 ], [ -83.13, 27.09 ], [ -83.14, 27.08 ], [ -83.16, 27.08 ], [ -83.17, 27.09 ], [ -83.19, 27.08 ], [ -83.22, 27.05 ], [ -83.22, 27.04 ], [ -83.24, 27.03 ], [ -83.26, 27.03 ], [ -83.28, 27.05 ], [ -83.28, 27.09 ], [ -83.23, 27.14 ], [ -83.23, 27.17 ], [ -83.19, 27.21 ], [ -83.16, 27.21 ], [ -83.15, 27.22 ] ] ] }, "raw_probability": 0.0767, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5816246b6c1b610295978e22013e815c9cbe526fa7e5407932cfc8534a5c13d1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0767, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2de20e3def576c6b348d98a2538a6c85e55475ace56553216ec21b9bfb9e8532", "signature": { "alg": "ed25519", "sig": "9706f9c216c0df27a5565bbfc33454867d3a8910a626663b0b6151274ba54140cbdbda84880e11477db36a86bed017014c22d93040e15ea10430ee642610a100" } }, "receipt_sha256": "2de20e3def576c6b348d98a2538a6c85e55475ace56553216ec21b9bfb9e8532" }, { "storm_id": "372422", "lat": 43.98, "lon": -103.38, "motion_east": 1.1, "motion_south": 2.9, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2368.0, "ebshear": 35.0, "srh01": 36.0, "maxllaz": 0.019, "mesh": 0.56, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 23.5686 }, { "name": "alignment", "value": -3.272 }, { "name": "tau", "value": 0.4854 }, { "name": "maxllaz", "value": 0.019 } ], "model_scores": { "gbt_prob": 0.0767 }, "coherence_score": 0.48542577028274536, "coherence_diagnostics": { "tau": 0.48542577028274536, "grad_tau": 0.09110294282436371, "torsion": 0.0, "alignment": -3.2719616889953613, "S_field": 0.1315365880727768, "Gamma_field": 0.5886548161506653, "S_over_Gamma": 0.2234528362751007, "Da": 33.316524505615234, "E_coh": 0.3688034117221832, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.36, 44.04 ], [ -103.32, 43.99 ], [ -103.33, 43.95 ], [ -103.34, 43.94 ], [ -103.4, 43.94 ], [ -103.41, 43.95 ], [ -103.43, 43.95 ], [ -103.43, 43.96 ], [ -103.4, 44.0 ], [ -103.4, 44.02 ], [ -103.36, 44.04 ] ] ] }, "raw_probability": 0.0767, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5816246b6c1b610295978e22013e815c9cbe526fa7e5407932cfc8534a5c13d1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0767, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2de20e3def576c6b348d98a2538a6c85e55475ace56553216ec21b9bfb9e8532", "signature": { "alg": "ed25519", "sig": "9706f9c216c0df27a5565bbfc33454867d3a8910a626663b0b6151274ba54140cbdbda84880e11477db36a86bed017014c22d93040e15ea10430ee642610a100" } }, "receipt_sha256": "2de20e3def576c6b348d98a2538a6c85e55475ace56553216ec21b9bfb9e8532" }, { "storm_id": "372377", "lat": 50.448, "lon": -116.0287, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1304.0, "ebshear": 25.0, "srh01": 27.0, "maxllaz": 0.001, "mesh": 0.3, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 26.6936 }, { "name": "alignment", "value": -1.5192 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0766 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2319103181362152, "torsion": 0.0, "alignment": -1.5191707611083984, "S_field": 0.1012992113828659, "Gamma_field": 0.2111547738313675, "S_over_Gamma": 0.47973915934562683, "Da": 12.805248260498047, "E_coh": 0.16495093703269958, "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": [ [ [ -116.06, 50.51 ], [ -116.02, 50.51 ], [ -116.01, 50.5 ], [ -116.01, 50.48 ], [ -115.99, 50.45 ], [ -115.99, 50.42 ], [ -115.98, 50.41 ], [ -115.98, 50.39 ], [ -116.0, 50.36 ], [ -116.04, 50.36 ], [ -116.07, 50.39 ], [ -116.08, 50.46 ], [ -116.07, 50.47 ], [ -116.07, 50.5 ], [ -116.06, 50.51 ] ] ] }, "raw_probability": 0.0766, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2f177e7edad3769414f6c2442d494c729f10312e73e10c12db23c66c2d7b61c1", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0766, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "51072b34b751cf8d4c211e25475ffef89a420b73daccb00d721b88e437f62385", "signature": { "alg": "ed25519", "sig": "4e405a78a990dfa5da763402e1caba7cfda023f8ca664463daee49f7c7f3b01cde626048d945a4a20510a15a9cab1ae7bdcd26e6536affaa81e18b8e28a6cc07" } }, "receipt_sha256": "51072b34b751cf8d4c211e25475ffef89a420b73daccb00d721b88e437f62385" }, { "storm_id": "371826", "lat": 33.4217, "lon": -79.0944, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4701.0, "ebshear": 30.0, "srh01": 46.0, "maxllaz": 0.005, "mesh": 0.53, "flash_rate": 27.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 31.8186 }, { "name": "alignment", "value": 1.6112 }, { "name": "tau", "value": 2.36 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0765 }, "coherence_score": 2.3600094318389893, "coherence_diagnostics": { "tau": 2.3600094318389893, "grad_tau": 0.3750022351741791, "torsion": 0.0, "alignment": 1.611223578453064, "S_field": 0.8359236717224121, "Gamma_field": 0.3903214931488037, "S_over_Gamma": 2.1416285037994385, "Da": 23.921249389648438, "E_coh": 0.9402876496315002, "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": [ [ [ -79.09, 33.51 ], [ -79.05, 33.51 ], [ -79.04, 33.5 ], [ -79.04, 33.48 ], [ -79.02, 33.45 ], [ -79.02, 33.41 ], [ -79.04, 33.37 ], [ -79.05, 33.37 ], [ -79.07, 33.35 ], [ -79.09, 33.35 ], [ -79.1, 33.34 ], [ -79.14, 33.34 ], [ -79.16, 33.35 ], [ -79.2, 33.39 ], [ -79.2, 33.42 ], [ -79.16, 33.47 ], [ -79.14, 33.47 ], [ -79.09, 33.51 ] ] ] }, "raw_probability": 0.0765, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5d296272d9e75ce6a46b224864fb6f05a97d8aefccbf6d2fa0e01ab898a7c5e0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0765, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "79fb29ada7d95136193be3730ef6a6ba581bae2ac512dbf9859953ff20d4faa8", "signature": { "alg": "ed25519", "sig": "93c8e23c6a8fcd2f0c2774fbcb5daf4065888574db7120b7598ab4a1d469ffce971f0b2862d078c7e6a96e02fb08b94b74808f420f43d011d03f6dc642f5d90e" } }, "receipt_sha256": "79fb29ada7d95136193be3730ef6a6ba581bae2ac512dbf9859953ff20d4faa8" }, { "storm_id": "372272", "lat": 42.7067, "lon": -103.7022, "motion_east": 7.4, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2060.0, "ebshear": 23.0, "srh01": 26.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 19.8186 }, { "name": "alignment", "value": -2.8596 }, { "name": "tau", "value": 0.4623 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0754 }, "coherence_score": 0.46229541301727295, "coherence_diagnostics": { "tau": 0.46229541301727295, "grad_tau": 0.011348097585141659, "torsion": 0.0, "alignment": -2.859633445739746, "S_field": 0.2208787202835083, "Gamma_field": 0.8344881534576416, "S_over_Gamma": 0.2646876573562622, "Da": 48.16169738769531, "E_coh": 0.39324820041656494, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.73, 42.74 ], [ -103.66, 42.74 ], [ -103.65, 42.73 ], [ -103.65, 42.69 ], [ -103.69, 42.66 ], [ -103.73, 42.66 ], [ -103.74, 42.67 ], [ -103.74, 42.73 ], [ -103.73, 42.74 ] ] ] }, "raw_probability": 0.0754, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "ad72fd77b05303555ad46e94bfa9e8b5714019281eb916247a206f90990966fd", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0754, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3b7c65d9203550434e264987e70a3a046ed4586ea0e7fc842c71b79c49d1e3b6", "signature": { "alg": "ed25519", "sig": "e4e518c6d9c31b7afe45f9b972fda808be909d7a64325391ea11829d890a4f644a53986d8a48e2da9796cd808543228534e8d2122c68bcf673d11bde485d570d" } }, "receipt_sha256": "3b7c65d9203550434e264987e70a3a046ed4586ea0e7fc842c71b79c49d1e3b6" }, { "storm_id": "371862", "lat": 25.905, "lon": -79.187, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2888.0, "ebshear": 11.0, "srh01": 34.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 37.9436 }, { "name": "alignment", "value": 2.1393 }, { "name": "tau", "value": 1.3884 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0743 }, "coherence_score": 1.3883603811264038, "coherence_diagnostics": { "tau": 1.3883603811264038, "grad_tau": 1.0942816734313965, "torsion": 0.0, "alignment": 2.1393370628356934, "S_field": 0.9073347449302673, "Gamma_field": 0.26115480065345764, "S_over_Gamma": 3.474317789077759, "Da": 15.873435020446777, "E_coh": 0.9358353614807129, "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": [ [ [ -79.22, 25.94 ], [ -79.17, 25.94 ], [ -79.17, 25.93 ], [ -79.15, 25.91 ], [ -79.15, 25.86 ], [ -79.16, 25.87 ], [ -79.18, 25.88 ], [ -79.22, 25.88 ], [ -79.23, 25.9 ], [ -79.22, 25.94 ] ] ] }, "raw_probability": 0.0743, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "0b0c27f9c2874adb20ea0d3033dd15e9678c8e0d78fc061281a1922d5e62848a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0743, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c52b505cd6975ebddcb6ee883528720839c96a51c141a17846782fb841003ac6", "signature": { "alg": "ed25519", "sig": "0bc6dfeed27fc9491a0e8596b1e3d56f2d8d756f470712ad36103769d579b393a01db7ec5e7d74c368ecd002202e390467fdbfe3d8382a52603d622b9a440e03" } }, "receipt_sha256": "c52b505cd6975ebddcb6ee883528720839c96a51c141a17846782fb841003ac6" }, { "storm_id": "372513", "lat": 45.1433, "lon": -77.8689, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1082.0, "ebshear": 16.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 28.6936 }, { "name": "alignment", "value": 6.2538 }, { "name": "tau", "value": 1.7082 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0742 }, "coherence_score": 1.7082271575927734, "coherence_diagnostics": { "tau": 1.7082271575927734, "grad_tau": 0.16368743777275085, "torsion": 0.0, "alignment": 6.253818511962891, "S_field": 0.37277165055274963, "Gamma_field": 0.15282145142555237, "S_over_Gamma": 2.439262628555298, "Da": 8.631536483764648, "E_coh": 0.6328802704811096, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.89, 45.18 ], [ -77.82, 45.18 ], [ -77.83, 45.16 ], [ -77.83, 45.12 ], [ -77.85, 45.1 ], [ -77.89, 45.1 ], [ -77.91, 45.12 ], [ -77.91, 45.15 ], [ -77.89, 45.18 ] ] ] }, "raw_probability": 0.0742, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f1671f7cd3cac5fc647a93175f906e53e487884cc45be582a492ce04475cfc33", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0742, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6524d64085ae171fd4e7a885ca64be5b7bde496b565dfe279959214699b95aec", "signature": { "alg": "ed25519", "sig": "32cb7866a0127bafbd893e270de55427d635ce14128fae44a55a988d70decdd87ef244b7ce00ab6904f14cc9a4832d73017212d6b78f795713627305196e8d08" } }, "receipt_sha256": "6524d64085ae171fd4e7a885ca64be5b7bde496b565dfe279959214699b95aec" }, { "storm_id": "372395", "lat": 43.3467, "lon": -112.0122, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1521.0, "ebshear": 27.0, "srh01": 30.0, "maxllaz": 0.008, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 9.5686 }, { "name": "alignment", "value": 0.7757 }, { "name": "tau", "value": 0.4939 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0741 }, "coherence_score": 0.49394941329956055, "coherence_diagnostics": { "tau": 0.49394941329956055, "grad_tau": 0.059049803763628006, "torsion": 0.0, "alignment": 0.7757284641265869, "S_field": 0.132711261510849, "Gamma_field": 0.48032146692276, "S_over_Gamma": 0.2762967646121979, "Da": 27.32624053955078, "E_coh": 0.6365535259246826, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.06, 43.39 ], [ -111.98, 43.39 ], [ -111.97, 43.38 ], [ -111.95, 43.38 ], [ -111.95, 43.29 ], [ -112.04, 43.29 ], [ -112.04, 43.3 ], [ -112.06, 43.31 ], [ -112.06, 43.39 ] ] ] }, "raw_probability": 0.0741, "confidence_lo": 0.0007, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a0153520199618a5505ec760f8c5b63cd5f2461d68b6152ccc5eeceb1492cc63", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0741, "probability": 0.000804, "confidence_lo": 0.000731, "confidence_hi": 0.000804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c910dc682e132d70bf09b18fabd188e41a2e13bc043a57ae5eb8f008165564a0", "signature": { "alg": "ed25519", "sig": "47514a242274ced071ae3e994d8e29b011e7bbc1af9e244d40bb0cfd9b7716dbfb2ab74298c3f01cf95f7bb51f1491a15b1ef46ceefb6a8547b2b9f9c6b82708" } }, "receipt_sha256": "c910dc682e132d70bf09b18fabd188e41a2e13bc043a57ae5eb8f008165564a0" }, { "storm_id": "372456", "lat": 35.5514, "lon": -76.4671, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2503.0, "ebshear": 31.0, "srh01": 19.0, "maxllaz": 0.005, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 31.9436 }, { "name": "alignment", "value": -0.2087 }, { "name": "tau", "value": 2.2654 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0736 }, "coherence_score": 2.2654449939727783, "coherence_diagnostics": { "tau": 2.2654449939727783, "grad_tau": 0.7311472296714783, "torsion": 0.0, "alignment": -0.20868146419525146, "S_field": 0.858047604560852, "Gamma_field": 0.331988126039505, "S_over_Gamma": 2.584573268890381, "Da": 19.61164093017578, "E_coh": 0.8966661691665649, "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": [ [ [ -76.49, 35.57 ], [ -76.46, 35.57 ], [ -76.4, 35.54 ], [ -76.41, 35.53 ], [ -76.51, 35.53 ], [ -76.51, 35.55 ], [ -76.49, 35.57 ] ] ] }, "raw_probability": 0.0736, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0736, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d31b58acc1a7b5cec1721720a2df570b669cfdb4794fa8a60e5c0dda59a7131a", "signature": { "alg": "ed25519", "sig": "89a8da50bd296322a551f4caaeedf3e416dbf1718b7faffda1186398114350f757921020773a1d26fe003ede2ec55762d018e5acf1bf24ebf6d89040702c050e" } }, "receipt_sha256": "d31b58acc1a7b5cec1721720a2df570b669cfdb4794fa8a60e5c0dda59a7131a" }, { "storm_id": "372506", "lat": 25.7886, "lon": -80.5386, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3804.0, "ebshear": 18.0, "srh01": 54.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 39.0686 }, { "name": "alignment", "value": 1.0322 }, { "name": "tau", "value": 1.333 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0736 }, "coherence_score": 1.3330435752868652, "coherence_diagnostics": { "tau": 1.3330435752868652, "grad_tau": 1.0764801502227783, "torsion": 0.0, "alignment": 1.032207727432251, "S_field": 0.942107617855072, "Gamma_field": 0.21282145380973816, "S_over_Gamma": 4.426751136779785, "Da": 12.91088581085205, "E_coh": 0.9664218425750732, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.56, 25.82 ], [ -80.53, 25.82 ], [ -80.51, 25.8 ], [ -80.51, 25.77 ], [ -80.53, 25.74 ], [ -80.57, 25.75 ], [ -80.56, 25.82 ] ] ] }, "raw_probability": 0.0736, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0736, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d31b58acc1a7b5cec1721720a2df570b669cfdb4794fa8a60e5c0dda59a7131a", "signature": { "alg": "ed25519", "sig": "89a8da50bd296322a551f4caaeedf3e416dbf1718b7faffda1186398114350f757921020773a1d26fe003ede2ec55762d018e5acf1bf24ebf6d89040702c050e" } }, "receipt_sha256": "d31b58acc1a7b5cec1721720a2df570b669cfdb4794fa8a60e5c0dda59a7131a" }, { "storm_id": "372523", "lat": 38.2844, "lon": -111.2156, "motion_east": 5.0, "motion_south": 3.4, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 894.0, "ebshear": 27.0, "srh01": 45.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 19.5686 }, { "name": "alignment", "value": 0.6079 }, { "name": "tau", "value": 0.2386 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0736 }, "coherence_score": 0.2385822832584381, "coherence_diagnostics": { "tau": 0.2385822832584381, "grad_tau": 0.07199405133724213, "torsion": 0.0, "alignment": 0.6078788638114929, "S_field": 0.10190357267856598, "Gamma_field": 0.867821455001831, "S_over_Gamma": 0.11742458492517471, "Da": 53.28110122680664, "E_coh": 0.7325232028961182, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.23, 38.31 ], [ -111.19, 38.31 ], [ -111.17, 38.28 ], [ -111.2, 38.25 ], [ -111.21, 38.26 ], [ -111.23, 38.26 ], [ -111.24, 38.28 ], [ -111.24, 38.3 ], [ -111.23, 38.31 ] ] ] }, "raw_probability": 0.0736, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0736, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d31b58acc1a7b5cec1721720a2df570b669cfdb4794fa8a60e5c0dda59a7131a", "signature": { "alg": "ed25519", "sig": "89a8da50bd296322a551f4caaeedf3e416dbf1718b7faffda1186398114350f757921020773a1d26fe003ede2ec55762d018e5acf1bf24ebf6d89040702c050e" } }, "receipt_sha256": "d31b58acc1a7b5cec1721720a2df570b669cfdb4794fa8a60e5c0dda59a7131a" }, { "storm_id": "372446", "lat": 48.42, "lon": -111.4712, "motion_east": 9.4, "motion_south": -4.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1230.0, "ebshear": 44.0, "srh01": 1.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 13.4436 }, { "name": "alignment", "value": 0.8687 }, { "name": "tau", "value": 0.4633 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0733 }, "coherence_score": 0.46325168013572693, "coherence_diagnostics": { "tau": 0.46325168013572693, "grad_tau": 0.3501006066799164, "torsion": 0.0, "alignment": 0.8687438368797302, "S_field": 0.4777408242225647, "Gamma_field": 0.1603214591741562, "S_over_Gamma": 2.979893207550049, "Da": 9.529145240783691, "E_coh": 0.7849986553192139, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.46, 48.45 ], [ -111.44, 48.43 ], [ -111.44, 48.41 ], [ -111.46, 48.39 ], [ -111.49, 48.39 ], [ -111.51, 48.41 ], [ -111.51, 48.43 ], [ -111.46, 48.45 ] ] ] }, "raw_probability": 0.0733, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "920231840e68c3e39a990b26bca9c0f71e23e71f2e9faa6af6c02936ac5c5c2a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0733, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e3d393c9aed95b12814df7ebe9d112bf1cf210aed068bc61202e7d288c7ecbb3", "signature": { "alg": "ed25519", "sig": "442a43f190c951416c9d74bcdc2f27b932055105b5b3971eaa3eced993ccfaa6826ce3e3284f7fc69477960e49d4aa75756d060981ef06a6bedc2a652e82c508" } }, "receipt_sha256": "e3d393c9aed95b12814df7ebe9d112bf1cf210aed068bc61202e7d288c7ecbb3" }, { "storm_id": "372228", "lat": 42.95, "lon": -83.2278, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 469.0, "ebshear": 19.0, "srh01": 35.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 22.6936 }, { "name": "alignment", "value": 2.7363 }, { "name": "tau", "value": 0.9279 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0731 }, "coherence_score": 0.9279122352600098, "coherence_diagnostics": { "tau": 0.9279122352600098, "grad_tau": 0.03917356953024864, "torsion": 0.0, "alignment": 2.7363271713256836, "S_field": 0.23568740487098694, "Gamma_field": 0.22198812663555145, "S_over_Gamma": 1.0617117881774902, "Da": 12.393646240234375, "E_coh": 0.4557230770587921, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.23, 42.98 ], [ -83.21, 42.98 ], [ -83.2, 42.97 ], [ -83.2, 42.93 ], [ -83.21, 42.92 ], [ -83.23, 42.93 ], [ -83.27, 42.91 ], [ -83.27, 42.95 ], [ -83.23, 42.98 ] ] ] }, "raw_probability": 0.0731, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "68bbbe023ef959c8674280404bbbdf665829fc679000c55fe5eaf444b20dedc6", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0731, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ebce72823a91d82a750ac41c512f94210e662e808b4d32d8b0cf4a483622d0cf", "signature": { "alg": "ed25519", "sig": "5e24a69a7d9c1adc0106351b11f544a659ce18944e5eef74085633d5d2e02120591466e12e99a381d15504b2f548a5333b12c7fee66a6350862373d334ddd40a" } }, "receipt_sha256": "ebce72823a91d82a750ac41c512f94210e662e808b4d32d8b0cf4a483622d0cf" }, { "storm_id": "372439", "lat": 25.4689, "lon": -79.0111, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2826.0, "ebshear": 6.0, "srh01": 26.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 42.6936 }, { "name": "alignment", "value": 3.0192 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0716 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.3883603811264038, "torsion": 0.0, "alignment": 3.0191707611083984, "S_field": 1.282524824142456, "Gamma_field": 0.20615477859973907, "S_over_Gamma": 6.221174240112305, "Da": 12.581337928771973, "E_coh": 0.9457983374595642, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.03, 25.52 ], [ -79.01, 25.52 ], [ -78.99, 25.48 ], [ -79.0, 25.47 ], [ -79.0, 25.45 ], [ -78.99, 25.44 ], [ -79.02, 25.41 ], [ -79.03, 25.41 ], [ -79.03, 25.52 ] ] ] }, "raw_probability": 0.0716, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "48008c542dfde8aba9acf852bc99b6d34e868d0efe4d7cb17ac50d87e0243dd4", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0716, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f3640f9c14c1d031edaf48a304b62da3b1381db48dca82c28b08857333ca2a58", "signature": { "alg": "ed25519", "sig": "fb21231c0371d35f7373ec9149e9c9ed6fa33d672a945192f65688704cb37fba6a07ed45da232183c1a6aa9f2d4db810840371a26b8c2a6fe4fa295489f18b01" } }, "receipt_sha256": "f3640f9c14c1d031edaf48a304b62da3b1381db48dca82c28b08857333ca2a58" }, { "storm_id": "372156", "lat": 41.1279, "lon": -78.0784, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 923.0, "ebshear": 24.0, "srh01": 31.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 21.3186 }, { "name": "alignment", "value": 1.5568 }, { "name": "tau", "value": 1.3685 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0713 }, "coherence_score": 1.3685050010681152, "coherence_diagnostics": { "tau": 1.3685050010681152, "grad_tau": 0.15439441800117493, "torsion": 0.0, "alignment": 1.5567522048950195, "S_field": 0.3863902986049652, "Gamma_field": 0.26615479588508606, "S_over_Gamma": 1.4517502784729004, "Da": 14.5233154296875, "E_coh": 0.704208254814148, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.05, 41.18 ], [ -78.01, 41.18 ], [ -77.98, 41.16 ], [ -77.98, 41.11 ], [ -78.0, 41.09 ], [ -78.03, 41.09 ], [ -78.04, 41.08 ], [ -78.07, 41.09 ], [ -78.08, 41.08 ], [ -78.1, 41.08 ], [ -78.12, 41.09 ], [ -78.14, 41.13 ], [ -78.16, 41.12 ], [ -78.18, 41.14 ], [ -78.18, 41.16 ], [ -78.12, 41.15 ], [ -78.11, 41.16 ], [ -78.09, 41.16 ], [ -78.05, 41.18 ] ] ] }, "raw_probability": 0.0713, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "aa471a7061ce9712ecff6bc319d6a410203833bf04e32485dd2d85acde89f317", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0713, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9f1d59539a5fe0743304b09d4d78771ec342dc0accd29e862bd1967a740f9e60", "signature": { "alg": "ed25519", "sig": "504df20fd8f9c4f5d5df58acc3329d9f526311d0212a6ff4b7d835fea4dc9962a9699c84300693a64097e387926494f624353bd579defe039e2e417749baa503" } }, "receipt_sha256": "9f1d59539a5fe0743304b09d4d78771ec342dc0accd29e862bd1967a740f9e60" }, { "storm_id": "372332", "lat": 36.7737, "lon": -111.4688, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 612.0, "ebshear": 22.0, "srh01": 44.0, "maxllaz": 0.002, "mesh": 0.15, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 22.3186 }, { "name": "alignment", "value": -1.4652 }, { "name": "tau", "value": 0.2216 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0702 }, "coherence_score": 0.22157004475593567, "coherence_diagnostics": { "tau": 0.22157004475593567, "grad_tau": 0.05219322070479393, "torsion": 0.0, "alignment": -1.4652307033538818, "S_field": 0.13208013772964478, "Gamma_field": 1.0569881200790405, "S_over_Gamma": 0.12495896220207214, "Da": 66.72933197021484, "E_coh": 0.5637104511260986, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.47, 36.81 ], [ -111.42, 36.81 ], [ -111.42, 36.76 ], [ -111.46, 36.73 ], [ -111.51, 36.73 ], [ -111.5, 36.75 ], [ -111.5, 36.79 ], [ -111.47, 36.81 ] ] ] }, "raw_probability": 0.0702, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "70d87bae55f813534e68658ad5d8c5018a17c6b729e5958fb5c180ea0b021c90", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0702, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4ad48880df79730662b1a7e70f908314c679935613534b21d4d18dd235a3e2f5", "signature": { "alg": "ed25519", "sig": "57acaad5ed9a2cee5ae106112b9400b872f033eafd78eb07fbf4b8bd21be1b89a7608c432da079d25a1860fbbc295887a78bb41a9529005beb7816c4aa807e07" } }, "receipt_sha256": "4ad48880df79730662b1a7e70f908314c679935613534b21d4d18dd235a3e2f5" }, { "storm_id": "371868", "lat": 48.9578, "lon": -118.2167, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1516.0, "ebshear": 21.0, "srh01": 57.0, "maxllaz": 0.003, "mesh": 0.39, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 28.8186 }, { "name": "alignment", "value": 1.3558 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0696 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1808701604604721, "torsion": 0.0, "alignment": 1.3558292388916016, "S_field": 0.053117673844099045, "Gamma_field": 0.15032145380973816, "S_over_Gamma": 0.3533605635166168, "Da": 8.634100914001465, "E_coh": 0.3813183307647705, "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": [ [ [ -118.27, 48.99 ], [ -118.18, 48.99 ], [ -118.16, 48.98 ], [ -118.16, 48.93 ], [ -118.17, 48.92 ], [ -118.24, 48.92 ], [ -118.25, 48.93 ], [ -118.25, 48.97 ], [ -118.27, 48.99 ] ] ] }, "raw_probability": 0.0696, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "baec2f6e7ce6d5040d81a3e005b14272d8f367d0a510f38ee27b59b667962176", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0696, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "31f199efbcbc48091e62b866abf75731bd4d61c9dae93a12a4040875c85b23f5", "signature": { "alg": "ed25519", "sig": "681cf84e750cc2ba72b476a41adde57ae4ef4b40f7c7fdb2a32ff93f46530277ae772492154dd10e804b80c24796ad51e18b152a9aba7984fe774833fcb9b902" } }, "receipt_sha256": "31f199efbcbc48091e62b866abf75731bd4d61c9dae93a12a4040875c85b23f5" }, { "storm_id": "372295", "lat": 42.2837, "lon": -80.6663, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1143.0, "ebshear": 13.0, "srh01": 44.0, "maxllaz": 0.001, "mesh": 0.38, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 21.8186 }, { "name": "alignment", "value": 1.9369 }, { "name": "tau", "value": 1.1754 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0694 }, "coherence_score": 1.1753959655761719, "coherence_diagnostics": { "tau": 1.1753959655761719, "grad_tau": 0.1423593908548355, "torsion": 0.0, "alignment": 1.936855435371399, "S_field": 0.2032843828201294, "Gamma_field": 0.24615478515625, "S_over_Gamma": 0.825839638710022, "Da": 13.545188903808594, "E_coh": 0.7985796332359314, "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": [ [ [ -80.69, 42.31 ], [ -80.64, 42.31 ], [ -80.63, 42.3 ], [ -80.63, 42.26 ], [ -80.65, 42.24 ], [ -80.7, 42.24 ], [ -80.7, 42.3 ], [ -80.69, 42.31 ] ] ] }, "raw_probability": 0.0694, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "1fa1626f2b0ea4df61219b732bbecb380f1568384571592e036937ace8f66e9d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0694, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6f884a4296b06731dc69d75bce7f87db2c73969b01c408aaeafbb4a2d60f2b94", "signature": { "alg": "ed25519", "sig": "f6942732911c147d83a7f5b2caa74eb15b29d13590f0eb7c0481a217fb910cc21d14f9536fac173323263e2791dd8d500f2bec79f182feebd139e22964c99302" } }, "receipt_sha256": "6f884a4296b06731dc69d75bce7f87db2c73969b01c408aaeafbb4a2d60f2b94" }, { "storm_id": "372299", "lat": 40.0618, "lon": -110.3591, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 973.0, "ebshear": 24.0, "srh01": 53.0, "maxllaz": 0.001, "mesh": 0.48, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 19.3186 }, { "name": "alignment", "value": 0.65 }, { "name": "tau", "value": 0.4694 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0692 }, "coherence_score": 0.4694229066371918, "coherence_diagnostics": { "tau": 0.4694229066371918, "grad_tau": 0.10002785921096802, "torsion": 0.0, "alignment": 0.6499746441841125, "S_field": 0.29686665534973145, "Gamma_field": 0.7828214764595032, "S_over_Gamma": 0.3792265057563782, "Da": 48.208683013916016, "E_coh": 0.8458600640296936, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.37, 40.1 ], [ -110.35, 40.1 ], [ -110.33, 40.08 ], [ -110.32, 40.08 ], [ -110.32, 40.06 ], [ -110.33, 40.04 ], [ -110.36, 40.04 ], [ -110.39, 40.01 ], [ -110.4, 40.01 ], [ -110.41, 40.06 ], [ -110.37, 40.1 ] ] ] }, "raw_probability": 0.0692, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "31ac31bf79147e2b3285f11d7029cb30b21ee2593d09e5547c33fc7cceb58453", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0692, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b61dde1c3e3ec2f57a275707475f372859b86296230f7989807601c8053f24ee", "signature": { "alg": "ed25519", "sig": "3dafb41e0d006377d493196b83318a42b9582002ed9bff69a5b249ca2d26a1f8e2728537880da807c1f5c96ac844e984f3c0ec475a1cfd182e2a2813a7ce3109" } }, "receipt_sha256": "b61dde1c3e3ec2f57a275707475f372859b86296230f7989807601c8053f24ee" }, { "storm_id": "372527", "lat": 35.5017, "lon": -111.7767, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 697.0, "ebshear": 25.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 30.9436 }, { "name": "alignment", "value": -1.5611 }, { "name": "tau", "value": 0.3345 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0683 }, "coherence_score": 0.3344857096672058, "coherence_diagnostics": { "tau": 0.3344857096672058, "grad_tau": 0.09531736373901367, "torsion": 0.0, "alignment": -1.5610721111297607, "S_field": 0.289208322763443, "Gamma_field": 0.9111548066139221, "S_over_Gamma": 0.3174085319042206, "Da": 59.291282653808594, "E_coh": 0.8174371719360352, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.79, 35.54 ], [ -111.74, 35.54 ], [ -111.74, 35.52 ], [ -111.75, 35.51 ], [ -111.75, 35.47 ], [ -111.76, 35.46 ], [ -111.79, 35.46 ], [ -111.81, 35.47 ], [ -111.81, 35.49 ], [ -111.79, 35.5 ], [ -111.8, 35.52 ], [ -111.79, 35.54 ] ] ] }, "raw_probability": 0.0683, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "97e356ea6b9ec1f32f7c7b906b3dfc27847052e41a28b1faa517f8ce7b2545de", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0683, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "96cc94416d83e19d582d22594e69f4ff5c5950831c6d1223e422c41faf306d80", "signature": { "alg": "ed25519", "sig": "351ee9f7f4a8f85a0b32294eab0b562cd663db31ce35ec6e6b91deaae4ecc0a2e1ef1fa83c819bd2d1b14700d68dfa2a892f372665ed9028430db63758c02e01" } }, "receipt_sha256": "96cc94416d83e19d582d22594e69f4ff5c5950831c6d1223e422c41faf306d80" }, { "storm_id": "372020", "lat": 48.475, "lon": -111.654, "motion_east": 9.0, "motion_south": -4.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1171.0, "ebshear": 42.0, "srh01": 1.0, "maxllaz": 0.004, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 13.4436 }, { "name": "alignment", "value": 0.8687 }, { "name": "tau", "value": 0.4633 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0682 }, "coherence_score": 0.46325168013572693, "coherence_diagnostics": { "tau": 0.46325168013572693, "grad_tau": 0.3501006066799164, "torsion": 0.0, "alignment": 0.8687438368797302, "S_field": 0.4777408242225647, "Gamma_field": 0.1603214591741562, "S_over_Gamma": 2.979893207550049, "Da": 9.529145240783691, "E_coh": 0.7849986553192139, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.67, 48.51 ], [ -111.64, 48.51 ], [ -111.61, 48.49 ], [ -111.61, 48.47 ], [ -111.63, 48.44 ], [ -111.63, 48.42 ], [ -111.69, 48.42 ], [ -111.7, 48.48 ], [ -111.69, 48.5 ], [ -111.67, 48.51 ] ] ] }, "raw_probability": 0.0682, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a83c443d9147ef9fafa402c582af19af9a50b9ee1ee868cc3f615a5cb1a852ca", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0682, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "be12ad14b579ac32e68c8dbc3cceb297e1a701e29dc9566b278d74e8721dc0c6", "signature": { "alg": "ed25519", "sig": "af4259c09d8293b9006864ea51dc7c3cd232e0a1c33840662016a7c341903fd90e9507d08b503cbd919d766ad287e385fda0c67273881f14ebc6e26a789d0002" } }, "receipt_sha256": "be12ad14b579ac32e68c8dbc3cceb297e1a701e29dc9566b278d74e8721dc0c6" }, { "storm_id": "372160", "lat": 35.625, "lon": -111.759, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 722.0, "ebshear": 26.0, "srh01": 32.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 30.9436 }, { "name": "alignment", "value": -1.5611 }, { "name": "tau", "value": 0.3345 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0679 }, "coherence_score": 0.3344857096672058, "coherence_diagnostics": { "tau": 0.3344857096672058, "grad_tau": 0.09531736373901367, "torsion": 0.0, "alignment": -1.5610721111297607, "S_field": 0.289208322763443, "Gamma_field": 0.9111548066139221, "S_over_Gamma": 0.3174085319042206, "Da": 59.291282653808594, "E_coh": 0.8174371719360352, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.73, 35.67 ], [ -111.7, 35.67 ], [ -111.7, 35.63 ], [ -111.76, 35.56 ], [ -111.79, 35.56 ], [ -111.81, 35.58 ], [ -111.81, 35.62 ], [ -111.8, 35.64 ], [ -111.76, 35.65 ], [ -111.73, 35.67 ] ] ] }, "raw_probability": 0.0679, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "e0ac4ec5ffa5b908a6843095c981cd14f27bfe81f808fd242dd2e1a9cd4eb698", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0679, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ea524aec1554a16601ef52ce1366832bd0426cc912c376ffc7a05d9e9d3bb3e4", "signature": { "alg": "ed25519", "sig": "7c7e1af0a3231b238195eb42bfb2b7fe394ce70453e2df0d2da19c5b3fd4bb797e36916654972ff74f3d8dae99e9e7c49d8d0d5becce2f50390f48c93987d60a" } }, "receipt_sha256": "ea524aec1554a16601ef52ce1366832bd0426cc912c376ffc7a05d9e9d3bb3e4" }, { "storm_id": "372484", "lat": 42.87, "lon": -82.9969, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 512.0, "ebshear": 19.0, "srh01": 37.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 22.6936 }, { "name": "alignment", "value": 2.7363 }, { "name": "tau", "value": 0.9279 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0677 }, "coherence_score": 0.9279122352600098, "coherence_diagnostics": { "tau": 0.9279122352600098, "grad_tau": 0.03917356953024864, "torsion": 0.0, "alignment": 2.7363271713256836, "S_field": 0.23568740487098694, "Gamma_field": 0.22198812663555145, "S_over_Gamma": 1.0617117881774902, "Da": 12.393646240234375, "E_coh": 0.4557230770587921, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.98, 42.91 ], [ -82.95, 42.88 ], [ -82.95, 42.87 ], [ -82.96, 42.86 ], [ -82.98, 42.86 ], [ -82.99, 42.85 ], [ -82.99, 42.83 ], [ -83.05, 42.83 ], [ -83.05, 42.85 ], [ -83.04, 42.86 ], [ -83.05, 42.9 ], [ -82.99, 42.9 ], [ -82.98, 42.91 ] ] ] }, "raw_probability": 0.0677, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a7d117ef25d4ce0d20dd46b9cfb6631e248d90807c09f1388bc6bc9779595aa5", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0677, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "510c27f5a468b7fa40e64aaeb01218637fb8231b94a8e351526a3e22440b44e1", "signature": { "alg": "ed25519", "sig": "1a03d608da8eb6a4d512a1ac966ad8203e4414f9a92928a2773abaf5cc2b145548c47fb1a16010268f10e9a2530a200ad37467c755a10a883516ed8c21040f08" } }, "receipt_sha256": "510c27f5a468b7fa40e64aaeb01218637fb8231b94a8e351526a3e22440b44e1" }, { "storm_id": "370928", "lat": 27.9971, "lon": -80.8382, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2297.0, "ebshear": 11.0, "srh01": 21.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 50.5686 }, { "name": "alignment", "value": -1.0083 }, { "name": "tau", "value": 3.3503 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0674 }, "coherence_score": 3.350335121154785, "coherence_diagnostics": { "tau": 3.350335121154785, "grad_tau": 0.7282591462135315, "torsion": 0.0, "alignment": -1.008256196975708, "S_field": 1.1574912071228027, "Gamma_field": 0.25948813557624817, "S_over_Gamma": 4.4606709480285645, "Da": 16.467782974243164, "E_coh": 0.9564356207847595, "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": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.86, 28.06 ], [ -80.82, 28.06 ], [ -80.81, 28.05 ], [ -80.82, 28.03 ], [ -80.82, 28.0 ], [ -80.8, 27.97 ], [ -80.81, 27.96 ], [ -80.81, 27.91 ], [ -80.85, 27.91 ], [ -80.85, 27.93 ], [ -80.86, 27.94 ], [ -80.86, 27.99 ], [ -80.85, 28.0 ], [ -80.86, 28.01 ], [ -80.85, 28.03 ], [ -80.86, 28.04 ], [ -80.86, 28.06 ] ] ] }, "raw_probability": 0.0674, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0674, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9dc144ef2a9b29f7cc4091ede05066570058a97a40e6bb25970cd6ce19e6f0f8", "signature": { "alg": "ed25519", "sig": "400c6606c573a77947fae7ffce118874ac16bef9ba25ce4ba1b6e5114cf44a7a78ae83286fd68ba30c3c87c9082a06f2d674c46e0fe1561c04b4d1970a79b202" } }, "receipt_sha256": "9dc144ef2a9b29f7cc4091ede05066570058a97a40e6bb25970cd6ce19e6f0f8" }, { "storm_id": "372476", "lat": 48.7218, "lon": -102.7073, "motion_east": 4.9, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 179.0, "ebshear": 25.0, "srh01": 53.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 27.3186 }, { "name": "alignment", "value": 0.1471 }, { "name": "tau", "value": 0.1446 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.066 }, "coherence_score": 0.1445567011833191, "coherence_diagnostics": { "tau": 0.1445567011833191, "grad_tau": 0.12804105877876282, "torsion": 0.0, "alignment": 0.1470806896686554, "S_field": 0.14578405022621155, "Gamma_field": 1.0894880294799805, "S_over_Gamma": 0.13380968570709229, "Da": 64.3387451171875, "E_coh": 0.1063544899225235, "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": [ [ [ -102.71, 48.75 ], [ -102.69, 48.75 ], [ -102.68, 48.74 ], [ -102.68, 48.72 ], [ -102.69, 48.71 ], [ -102.69, 48.69 ], [ -102.72, 48.68 ], [ -102.74, 48.69 ], [ -102.74, 48.73 ], [ -102.73, 48.73 ], [ -102.71, 48.75 ] ] ] }, "raw_probability": 0.066, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.066, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "50453ae78c1cd7453c3c9d4b62fb8149d308e6aca884a310582759a330a8a2ba", "signature": { "alg": "ed25519", "sig": "8c0c6b1758e93f63fee8f11a4020b3551c342b7b7f7fc7dcf87da2312cfdb252dcfa1cadfa8bf18f34509c23ae1911ee15bafe370be196293cf5f35751d5c401" } }, "receipt_sha256": "50453ae78c1cd7453c3c9d4b62fb8149d308e6aca884a310582759a330a8a2ba" }, { "storm_id": "371942", "lat": 34.04, "lon": -113.4441, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 530.0, "ebshear": 24.0, "srh01": 28.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 33.5686 }, { "name": "alignment", "value": 0.4428 }, { "name": "tau", "value": 0.4394 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0658 }, "coherence_score": 0.43936216831207275, "coherence_diagnostics": { "tau": 0.43936216831207275, "grad_tau": 0.15254300832748413, "torsion": 0.0, "alignment": 0.44283366203308105, "S_field": 0.3764249384403229, "Gamma_field": 1.302821397781372, "S_over_Gamma": 0.2889305651187897, "Da": 82.25637817382812, "E_coh": 0.9246345162391663, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -113.52, 34.1 ], [ -113.48, 34.1 ], [ -113.46, 34.06 ], [ -113.44, 34.04 ], [ -113.42, 34.04 ], [ -113.41, 34.05 ], [ -113.4, 34.04 ], [ -113.38, 34.04 ], [ -113.37, 34.03 ], [ -113.37, 33.98 ], [ -113.41, 33.96 ], [ -113.44, 33.97 ], [ -113.46, 34.0 ], [ -113.47, 34.05 ], [ -113.48, 34.06 ], [ -113.52, 34.06 ], [ -113.52, 34.1 ] ] ] }, "raw_probability": 0.0658, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0658, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2970487083a7d0dd84b4bdce0598be8d0ccf5f6e4f74d7588548ec798737fba", "signature": { "alg": "ed25519", "sig": "09f59573d2f6132210b7da77b1304f1aeb6f96899048bee2145dbabf8e16a6327348374c45692db4f36f68ffd8a4ccbf938dc378a468b8ce60a2620630c1fc0e" } }, "receipt_sha256": "e2970487083a7d0dd84b4bdce0598be8d0ccf5f6e4f74d7588548ec798737fba" }, { "storm_id": "372259", "lat": 31.57, "lon": -115.865, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 512.0, "ebshear": 15.0, "srh01": 19.0, "maxllaz": 0.002, "mesh": 0.47, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 34.6936 }, { "name": "alignment", "value": 3.9482 }, { "name": "tau", "value": 0.7772 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0658 }, "coherence_score": 0.7771579623222351, "coherence_diagnostics": { "tau": 0.7771579623222351, "grad_tau": 0.0804896354675293, "torsion": 0.0, "alignment": 3.948211669921875, "S_field": 0.1908213347196579, "Gamma_field": 0.16448812186717987, "S_over_Gamma": 1.1600918769836426, "Da": 10.11035442352295, "E_coh": 0.5147582292556763, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -115.87, 31.6 ], [ -115.85, 31.6 ], [ -115.83, 31.56 ], [ -115.83, 31.54 ], [ -115.85, 31.53 ], [ -115.91, 31.56 ], [ -115.91, 31.57 ], [ -115.87, 31.6 ] ] ] }, "raw_probability": 0.0658, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0658, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2970487083a7d0dd84b4bdce0598be8d0ccf5f6e4f74d7588548ec798737fba", "signature": { "alg": "ed25519", "sig": "09f59573d2f6132210b7da77b1304f1aeb6f96899048bee2145dbabf8e16a6327348374c45692db4f36f68ffd8a4ccbf938dc378a468b8ce60a2620630c1fc0e" } }, "receipt_sha256": "e2970487083a7d0dd84b4bdce0598be8d0ccf5f6e4f74d7588548ec798737fba" }, { "storm_id": "372298", "lat": 40.7785, "lon": -109.5185, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 759.0, "ebshear": 27.0, "srh01": 41.0, "maxllaz": 0.001, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 26.1936 }, { "name": "alignment", "value": 1.8776 }, { "name": "tau", "value": 0.6014 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0658 }, "coherence_score": 0.6013598442077637, "coherence_diagnostics": { "tau": 0.6013598442077637, "grad_tau": 0.030530735850334167, "torsion": 0.0, "alignment": 1.8776257038116455, "S_field": 0.739162802696228, "Gamma_field": 1.0736547708511353, "S_over_Gamma": 0.688454806804657, "Da": 66.97132110595703, "E_coh": 0.8456439971923828, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -109.52, 40.81 ], [ -109.5, 40.81 ], [ -109.49, 40.8 ], [ -109.49, 40.78 ], [ -109.47, 40.76 ], [ -109.48, 40.76 ], [ -109.5, 40.74 ], [ -109.57, 40.74 ], [ -109.57, 40.75 ], [ -109.55, 40.76 ], [ -109.55, 40.8 ], [ -109.53, 40.8 ], [ -109.52, 40.81 ] ] ] }, "raw_probability": 0.0658, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0658, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2970487083a7d0dd84b4bdce0598be8d0ccf5f6e4f74d7588548ec798737fba", "signature": { "alg": "ed25519", "sig": "09f59573d2f6132210b7da77b1304f1aeb6f96899048bee2145dbabf8e16a6327348374c45692db4f36f68ffd8a4ccbf938dc378a468b8ce60a2620630c1fc0e" } }, "receipt_sha256": "e2970487083a7d0dd84b4bdce0598be8d0ccf5f6e4f74d7588548ec798737fba" }, { "storm_id": "371747", "lat": 39.4708, "lon": -109.3915, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 885.0, "ebshear": 22.0, "srh01": 37.0, "maxllaz": 0.005, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 24.6936 }, { "name": "alignment", "value": 3.8821 }, { "name": "tau", "value": 0.5605 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0654 }, "coherence_score": 0.5604554414749146, "coherence_diagnostics": { "tau": 0.5604554414749146, "grad_tau": 0.08224386721849442, "torsion": 0.0, "alignment": 3.8821401596069336, "S_field": 0.6886930465698242, "Gamma_field": 0.9561548233032227, "S_over_Gamma": 0.7202735543251038, "Da": 58.326133728027344, "E_coh": 0.8371606469154358, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -109.43, 39.51 ], [ -109.36, 39.51 ], [ -109.35, 39.5 ], [ -109.35, 39.47 ], [ -109.34, 39.45 ], [ -109.36, 39.43 ], [ -109.37, 39.44 ], [ -109.39, 39.43 ], [ -109.43, 39.43 ], [ -109.43, 39.47 ], [ -109.42, 39.48 ], [ -109.43, 39.49 ], [ -109.43, 39.51 ] ] ] }, "raw_probability": 0.0654, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "fb292679d0489f89965fa8e8580a89f007ebe07cccb2a412512b3c00e1cb7f7e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0654, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2227704e3a0f3524d1d558bdc5d6b2a8212a2f167fa16888691d0d916a70fd35", "signature": { "alg": "ed25519", "sig": "980ab98fa7d774a1bfa03c1c9d9447cde27ffed33b4ca22fb2ca28cff776b84e5466a037ce15d5dfa35090af08ed99ea60fbb4933c2291abef5ab3d4d5d80803" } }, "receipt_sha256": "2227704e3a0f3524d1d558bdc5d6b2a8212a2f167fa16888691d0d916a70fd35" }, { "storm_id": "372436", "lat": 27.7732, "lon": -77.932, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4291.0, "ebshear": 4.0, "srh01": 14.0, "maxllaz": 0.0, "mesh": 0.27, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 36.8186 }, { "name": "alignment", "value": -0.0372 }, { "name": "tau", "value": 2.8662 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0648 }, "coherence_score": 2.866194725036621, "coherence_diagnostics": { "tau": 2.866194725036621, "grad_tau": 0.4882911741733551, "torsion": 0.0, "alignment": -0.0372314453125, "S_field": 0.953529417514801, "Gamma_field": 0.253654807806015, "S_over_Gamma": 3.7591617107391357, "Da": 15.032078742980957, "E_coh": 0.9718400239944458, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.91, 27.84 ], [ -77.9, 27.83 ], [ -77.86, 27.84 ], [ -77.84, 27.83 ], [ -77.83, 27.81 ], [ -77.83, 27.74 ], [ -77.85, 27.72 ], [ -77.85, 27.69 ], [ -77.91, 27.69 ], [ -77.93, 27.71 ], [ -77.93, 27.73 ], [ -77.95, 27.76 ], [ -77.97, 27.74 ], [ -77.98, 27.75 ], [ -78.0, 27.75 ], [ -78.02, 27.73 ], [ -78.03, 27.75 ], [ -78.03, 27.79 ], [ -78.02, 27.8 ], [ -78.01, 27.79 ], [ -77.96, 27.79 ], [ -77.94, 27.78 ], [ -77.92, 27.8 ], [ -77.92, 27.83 ], [ -77.91, 27.84 ] ] ] }, "raw_probability": 0.0648, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2df8ce73348c3d46efeb0014ea842141d35b2643cef599603d1fa7deee3b5431", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0648, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1e78d41451ca18811b933584f665f1316e6275e30c3e308e8a239d334f2a554b", "signature": { "alg": "ed25519", "sig": "66e9f3675d525313f4cf214d1f1d6df4a859b2c5a29c8fa72222b49bf8df5f60d6e547dcba938228ad8a01ff6c79b482f29164d6a56c5fadbce0378674137208" } }, "receipt_sha256": "1e78d41451ca18811b933584f665f1316e6275e30c3e308e8a239d334f2a554b" }, { "storm_id": "372494", "lat": 33.63, "lon": -79.01, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3807.0, "ebshear": 29.0, "srh01": 28.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 31.8186 }, { "name": "alignment", "value": 1.6112 }, { "name": "tau", "value": 2.36 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0648 }, "coherence_score": 2.3600094318389893, "coherence_diagnostics": { "tau": 2.3600094318389893, "grad_tau": 0.3750022351741791, "torsion": 0.0, "alignment": 1.611223578453064, "S_field": 0.8359236717224121, "Gamma_field": 0.3903214931488037, "S_over_Gamma": 2.1416285037994385, "Da": 23.921249389648438, "E_coh": 0.9402876496315002, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.05, 33.67 ], [ -78.99, 33.66 ], [ -78.98, 33.65 ], [ -78.97, 33.6 ], [ -78.98, 33.59 ], [ -79.01, 33.59 ], [ -79.01, 33.6 ], [ -79.05, 33.64 ], [ -79.05, 33.67 ] ] ] }, "raw_probability": 0.0648, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2df8ce73348c3d46efeb0014ea842141d35b2643cef599603d1fa7deee3b5431", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0648, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1e78d41451ca18811b933584f665f1316e6275e30c3e308e8a239d334f2a554b", "signature": { "alg": "ed25519", "sig": "66e9f3675d525313f4cf214d1f1d6df4a859b2c5a29c8fa72222b49bf8df5f60d6e547dcba938228ad8a01ff6c79b482f29164d6a56c5fadbce0378674137208" } }, "receipt_sha256": "1e78d41451ca18811b933584f665f1316e6275e30c3e308e8a239d334f2a554b" }, { "storm_id": "371774", "lat": 48.2728, "lon": -111.4278, "motion_east": 9.4, "motion_south": -4.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1439.0, "ebshear": 41.0, "srh01": 8.0, "maxllaz": 0.006, "mesh": 1.29, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 13.4436 }, { "name": "alignment", "value": 0.8687 }, { "name": "tau", "value": 0.4633 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0646 }, "coherence_score": 0.46325168013572693, "coherence_diagnostics": { "tau": 0.46325168013572693, "grad_tau": 0.3501006066799164, "torsion": 0.0, "alignment": 0.8687438368797302, "S_field": 0.4777408242225647, "Gamma_field": 0.1603214591741562, "S_over_Gamma": 2.979893207550049, "Da": 9.529145240783691, "E_coh": 0.7849986553192139, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.39, 48.37 ], [ -111.35, 48.34 ], [ -111.35, 48.32 ], [ -111.34, 48.31 ], [ -111.35, 48.27 ], [ -111.37, 48.25 ], [ -111.37, 48.24 ], [ -111.43, 48.19 ], [ -111.46, 48.19 ], [ -111.47, 48.18 ], [ -111.51, 48.19 ], [ -111.53, 48.21 ], [ -111.53, 48.26 ], [ -111.51, 48.28 ], [ -111.47, 48.29 ], [ -111.44, 48.32 ], [ -111.44, 48.33 ], [ -111.39, 48.37 ] ] ] }, "raw_probability": 0.0646, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "097e54145f896e6e6250d89444c062572021289cdc6495c20b19d7b0e939726a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0646, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "80040a7457a0f2e638f3f553ce4c2c7a0f207f8f56f7dcd7f27f1acc068f72f1", "signature": { "alg": "ed25519", "sig": "c64ce9ef51211b2d1e70f37d7b71f7e137371c229e28dd8d977ad31a8209fed3719241b60ca7466382ad6e8929f35e016493074e30c3a26b4d560ab6e0e9460d" } }, "receipt_sha256": "80040a7457a0f2e638f3f553ce4c2c7a0f207f8f56f7dcd7f27f1acc068f72f1" }, { "storm_id": "372329", "lat": 38.9091, "lon": -108.5609, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 676.0, "ebshear": 22.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.59, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 22.0686 }, { "name": "alignment", "value": 5.607 }, { "name": "tau", "value": 0.4875 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0641 }, "coherence_score": 0.4875428080558777, "coherence_diagnostics": { "tau": 0.4875428080558777, "grad_tau": 0.06610823422670364, "torsion": 0.0, "alignment": 5.60699462890625, "S_field": 0.3500131666660309, "Gamma_field": 0.7594881653785706, "S_over_Gamma": 0.46085402369499207, "Da": 45.529502868652344, "E_coh": 0.6731162071228027, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.57, 38.95 ], [ -108.56, 38.94 ], [ -108.55, 38.95 ], [ -108.52, 38.95 ], [ -108.51, 38.94 ], [ -108.51, 38.88 ], [ -108.55, 38.85 ], [ -108.6, 38.85 ], [ -108.62, 38.84 ], [ -108.61, 38.9 ], [ -108.57, 38.95 ] ] ] }, "raw_probability": 0.0641, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "e4cb554157359c164c220589e8ac0e1d21a691efc6f7551fe7927be0ccfc6501", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0641, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fca0c278bffc3e14197525706198e47994e7475aa8065c6fa46172ed7b7ad11", "signature": { "alg": "ed25519", "sig": "8e172b51fa332f4ed9ff560ccf38ccb0441a07c8d1abde886bfba59ce068f95ea5a6feb979158311eeb056e68fc6d395af496624df3269fe782c0057ae93ad08" } }, "receipt_sha256": "3fca0c278bffc3e14197525706198e47994e7475aa8065c6fa46172ed7b7ad11" }, { "storm_id": "372457", "lat": 35.4785, "lon": -108.0962, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 663.0, "ebshear": 8.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 24.8186 }, { "name": "alignment", "value": 0.4377 }, { "name": "tau", "value": 0.5211 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0631 }, "coherence_score": 0.5210579633712769, "coherence_diagnostics": { "tau": 0.5210579633712769, "grad_tau": 0.02326398901641369, "torsion": 0.0, "alignment": 0.4377330243587494, "S_field": 0.49509143829345703, "Gamma_field": 0.37532147765159607, "S_over_Gamma": 1.31911301612854, "Da": 23.038597106933594, "E_coh": 0.9422996044158936, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.11, 35.52 ], [ -108.08, 35.52 ], [ -108.07, 35.51 ], [ -108.07, 35.49 ], [ -108.04, 35.45 ], [ -108.06, 35.45 ], [ -108.07, 35.44 ], [ -108.11, 35.44 ], [ -108.13, 35.45 ], [ -108.14, 35.46 ], [ -108.13, 35.47 ], [ -108.13, 35.5 ], [ -108.11, 35.52 ] ] ] }, "raw_probability": 0.0631, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "89a40cbb2ab57e3486a54296e4f411c72ccdd4373dd44ac6823c5137fe2e6093", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0631, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f739150ddfdcb6c4b1b080a764a281a0299155df34bcb385af97bb0f8cf52897", "signature": { "alg": "ed25519", "sig": "061ff87e60c18797b5589e462dfa5c6370c85017d6b72726339113c0037b95df5610e0f0f7a9e5119c812e8d9c59e176498686baca67a2e21c308651404e8601" } }, "receipt_sha256": "f739150ddfdcb6c4b1b080a764a281a0299155df34bcb385af97bb0f8cf52897" }, { "storm_id": "372072", "lat": 28.5314, "lon": -80.5859, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2268.0, "ebshear": 15.0, "srh01": 21.0, "maxllaz": 0.005, "mesh": 0.31, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 50.1936 }, { "name": "alignment", "value": -1.4434 }, { "name": "tau", "value": 2.8595 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0627 }, "coherence_score": 2.8594727516174316, "coherence_diagnostics": { "tau": 2.8594727516174316, "grad_tau": 0.6644272208213806, "torsion": 0.0, "alignment": -1.4433695077896118, "S_field": 0.5272740125656128, "Gamma_field": 0.37198811769485474, "S_over_Gamma": 1.4174485206604004, "Da": 23.43024444580078, "E_coh": 0.9215021729469299, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.57, 28.6 ], [ -80.54, 28.6 ], [ -80.53, 28.59 ], [ -80.51, 28.59 ], [ -80.5, 28.6 ], [ -80.49, 28.59 ], [ -80.5, 28.58 ], [ -80.5, 28.51 ], [ -80.51, 28.52 ], [ -80.53, 28.52 ], [ -80.58, 28.46 ], [ -80.6, 28.46 ], [ -80.64, 28.42 ], [ -80.67, 28.42 ], [ -80.69, 28.43 ], [ -80.7, 28.45 ], [ -80.7, 28.51 ], [ -80.69, 28.53 ], [ -80.67, 28.55 ], [ -80.61, 28.58 ], [ -80.59, 28.58 ], [ -80.57, 28.6 ] ] ] }, "raw_probability": 0.0627, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3756718427e1566fea94043d5625e929a31821269afb8bd03ec1c9f291d17a7a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0627, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e4b13f982ca6c173f283190592c0bbdcc5f4f002e79072ccbbdc1d92439642d5", "signature": { "alg": "ed25519", "sig": "db834b66330ae417ce5147f107229d1d7321044c3b0b372e11475f4a5a77400d3ca250aa22f70c9256ea343cd85ec1b1423eb480d4878274d8522e3c2e223c09" } }, "receipt_sha256": "e4b13f982ca6c173f283190592c0bbdcc5f4f002e79072ccbbdc1d92439642d5" }, { "storm_id": "371690", "lat": 43.4555, "lon": -82.0182, "motion_east": 8.0, "motion_south": 5.8, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 594.0, "ebshear": 15.0, "srh01": 26.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 18.1936 }, { "name": "alignment", "value": 5.0608 }, { "name": "tau", "value": 0.9063 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0623 }, "coherence_score": 0.9063434600830078, "coherence_diagnostics": { "tau": 0.9063434600830078, "grad_tau": 0.06839745491743088, "torsion": 0.0, "alignment": 5.060790061950684, "S_field": 0.09338026493787766, "Gamma_field": 0.2953214645385742, "S_over_Gamma": 0.3161987066268921, "Da": 16.550386428833008, "E_coh": 0.2697092294692993, "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": [ [ [ -81.96, 43.56 ], [ -81.95, 43.55 ], [ -81.93, 43.55 ], [ -81.91, 43.52 ], [ -81.91, 43.48 ], [ -81.93, 43.45 ], [ -81.93, 43.43 ], [ -81.96, 43.41 ], [ -82.04, 43.41 ], [ -82.08, 43.37 ], [ -82.08, 43.35 ], [ -82.1, 43.33 ], [ -82.11, 43.34 ], [ -82.11, 43.37 ], [ -82.13, 43.39 ], [ -82.13, 43.41 ], [ -82.1, 43.44 ], [ -82.07, 43.5 ], [ -82.05, 43.5 ], [ -81.99, 43.55 ], [ -81.97, 43.55 ], [ -81.96, 43.56 ] ] ] }, "raw_probability": 0.0623, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0623, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c0c8b30ac295183fbae74a78a2909639c848ccf678b73d324d99db1d88c0216b", "signature": { "alg": "ed25519", "sig": "2284eda116f267adee8eeee37d97d228e09ef368ea5e0b8384b93d034fd441b22613acca1b06dada6e10f47014ba38cd00a7a47dbb4be210abf97c6abd41e00e" } }, "receipt_sha256": "c0c8b30ac295183fbae74a78a2909639c848ccf678b73d324d99db1d88c0216b" }, { "storm_id": "372470", "lat": 50.9333, "lon": -116.6533, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1224.0, "ebshear": 14.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.22, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0623 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "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": [ [ [ -116.68, 50.96 ], [ -116.62, 50.96 ], [ -116.62, 50.91 ], [ -116.64, 50.9 ], [ -116.68, 50.91 ], [ -116.68, 50.96 ] ] ] }, "raw_probability": 0.0623, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0623, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c0c8b30ac295183fbae74a78a2909639c848ccf678b73d324d99db1d88c0216b", "signature": { "alg": "ed25519", "sig": "2284eda116f267adee8eeee37d97d228e09ef368ea5e0b8384b93d034fd441b22613acca1b06dada6e10f47014ba38cd00a7a47dbb4be210abf97c6abd41e00e" } }, "receipt_sha256": "c0c8b30ac295183fbae74a78a2909639c848ccf678b73d324d99db1d88c0216b" }, { "storm_id": "372118", "lat": 45.362, "lon": -112.1447, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1295.0, "ebshear": 31.0, "srh01": 52.0, "maxllaz": 0.002, "mesh": 0.22, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 18.4436 }, { "name": "alignment", "value": 1.8718 }, { "name": "tau", "value": 0.5753 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0622 }, "coherence_score": 0.5752876400947571, "coherence_diagnostics": { "tau": 0.5752876400947571, "grad_tau": 0.08262300491333008, "torsion": 0.0, "alignment": 1.8717527389526367, "S_field": 0.11469883471727371, "Gamma_field": 0.33532145619392395, "S_over_Gamma": 0.34205636382102966, "Da": 20.504558563232422, "E_coh": 0.3238338828086853, "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": [ [ [ -112.14, 45.43 ], [ -112.13, 45.42 ], [ -112.09, 45.41 ], [ -112.06, 45.38 ], [ -112.06, 45.35 ], [ -112.1, 45.31 ], [ -112.14, 45.31 ], [ -112.15, 45.3 ], [ -112.22, 45.3 ], [ -112.2, 45.32 ], [ -112.21, 45.34 ], [ -112.19, 45.36 ], [ -112.19, 45.37 ], [ -112.15, 45.4 ], [ -112.14, 45.43 ] ] ] }, "raw_probability": 0.0622, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0622, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "81624f41b8a8caeb56e8f237ee36b11d31bae3de2bb055eb6068ddc8b6d66e3e", "signature": { "alg": "ed25519", "sig": "2d191a287184911eeede7680e5ef66eb4cd0c0d78ecbed57d07417475ace742c421e4579c1860f59a415d7a0df91abbc2841a113bfda502856f52a650616c400" } }, "receipt_sha256": "81624f41b8a8caeb56e8f237ee36b11d31bae3de2bb055eb6068ddc8b6d66e3e" }, { "storm_id": "371950", "lat": 44.1088, "lon": -103.5306, "motion_east": 1.0, "motion_south": 2.9, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1844.0, "ebshear": 34.0, "srh01": 27.0, "maxllaz": 0.014, "mesh": 1.51, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 23.5686 }, { "name": "alignment", "value": -3.272 }, { "name": "tau", "value": 0.4854 }, { "name": "maxllaz", "value": 0.014 } ], "model_scores": { "gbt_prob": 0.062 }, "coherence_score": 0.48542577028274536, "coherence_diagnostics": { "tau": 0.48542577028274536, "grad_tau": 0.09110294282436371, "torsion": 0.0, "alignment": -3.2719616889953613, "S_field": 0.1315365880727768, "Gamma_field": 0.5886548161506653, "S_over_Gamma": 0.2234528362751007, "Da": 33.316524505615234, "E_coh": 0.3688034117221832, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.63, 44.18 ], [ -103.46, 44.18 ], [ -103.44, 44.16 ], [ -103.42, 44.16 ], [ -103.41, 44.15 ], [ -103.41, 44.1 ], [ -103.43, 44.08 ], [ -103.5, 44.08 ], [ -103.51, 44.07 ], [ -103.54, 44.07 ], [ -103.57, 44.05 ], [ -103.63, 44.05 ], [ -103.64, 44.06 ], [ -103.64, 44.08 ], [ -103.63, 44.09 ], [ -103.63, 44.18 ] ] ] }, "raw_probability": 0.062, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.062, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7371e9de737a8ec6551fbf5f26b939f91b5a0487b69b6db9654993aaaf795b9a", "signature": { "alg": "ed25519", "sig": "43ed2c6d771edb2488d715d19914e24565cdfe2a7f0a5614668869c1fe6c624a22252975372ed7f4886dc40d29658269fda72d7fa31ec45554422a571e976308" } }, "receipt_sha256": "7371e9de737a8ec6551fbf5f26b939f91b5a0487b69b6db9654993aaaf795b9a" }, { "storm_id": "372107", "lat": 26.7358, "lon": -80.5521, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2992.0, "ebshear": 14.0, "srh01": 18.0, "maxllaz": 0.003, "mesh": 0.72, "flash_rate": 21.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 45.3186 }, { "name": "alignment", "value": 1.4719 }, { "name": "tau", "value": 2.1437 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.062 }, "coherence_score": 2.143660068511963, "coherence_diagnostics": { "tau": 2.143660068511963, "grad_tau": 0.6028186082839966, "torsion": 0.0, "alignment": 1.4718611240386963, "S_field": 0.911214292049408, "Gamma_field": 0.24115478992462158, "S_over_Gamma": 3.778545379638672, "Da": 14.707115173339844, "E_coh": 0.9531207084655762, "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": [ [ [ -80.57, 26.81 ], [ -80.5, 26.81 ], [ -80.49, 26.8 ], [ -80.46, 26.8 ], [ -80.44, 26.79 ], [ -80.43, 26.78 ], [ -80.43, 26.72 ], [ -80.44, 26.7 ], [ -80.49, 26.66 ], [ -80.54, 26.68 ], [ -80.56, 26.7 ], [ -80.59, 26.7 ], [ -80.64, 26.66 ], [ -80.69, 26.66 ], [ -80.7, 26.67 ], [ -80.67, 26.73 ], [ -80.65, 26.75 ], [ -80.63, 26.75 ], [ -80.57, 26.81 ] ] ] }, "raw_probability": 0.062, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.062, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7371e9de737a8ec6551fbf5f26b939f91b5a0487b69b6db9654993aaaf795b9a", "signature": { "alg": "ed25519", "sig": "43ed2c6d771edb2488d715d19914e24565cdfe2a7f0a5614668869c1fe6c624a22252975372ed7f4886dc40d29658269fda72d7fa31ec45554422a571e976308" } }, "receipt_sha256": "7371e9de737a8ec6551fbf5f26b939f91b5a0487b69b6db9654993aaaf795b9a" }, { "storm_id": "371360", "lat": 38.2244, "lon": -110.8438, "motion_east": 4.9, "motion_south": 4.7, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 575.0, "ebshear": 19.0, "srh01": 40.0, "maxllaz": 0.005, "mesh": 0.48, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 17.0686 }, { "name": "alignment", "value": 2.94 }, { "name": "tau", "value": 0.3093 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0608 }, "coherence_score": 0.3092504143714905, "coherence_diagnostics": { "tau": 0.3092504143714905, "grad_tau": 0.08963969349861145, "torsion": 0.0, "alignment": 2.940042018890381, "S_field": 0.15584556758403778, "Gamma_field": 0.5753214955329895, "S_over_Gamma": 0.27088430523872375, "Da": 34.98881530761719, "E_coh": 0.6076686978340149, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.86, 38.31 ], [ -110.8, 38.31 ], [ -110.78, 38.29 ], [ -110.78, 38.27 ], [ -110.77, 38.26 ], [ -110.78, 38.25 ], [ -110.78, 38.22 ], [ -110.8, 38.2 ], [ -110.84, 38.18 ], [ -110.86, 38.18 ], [ -110.89, 38.14 ], [ -110.91, 38.14 ], [ -110.92, 38.13 ], [ -110.94, 38.16 ], [ -110.93, 38.24 ], [ -110.86, 38.31 ] ] ] }, "raw_probability": 0.0608, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0608, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "17556d24900244490b519409beb2fde45f5a7a9586a1cf0d181c9d8517c9123f", "signature": { "alg": "ed25519", "sig": "a56b5cc32c6b5609148fbb7742725724a7b5de8343a21722d642fb4141fe88cce08a50feb859f86c20e6f2e539f4982519c9e8dffebad201b9e696f69941c00d" } }, "receipt_sha256": "17556d24900244490b519409beb2fde45f5a7a9586a1cf0d181c9d8517c9123f" }, { "storm_id": "371920", "lat": 26.42, "lon": -96.1409, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1872.0, "ebshear": 19.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 34.3186 }, { "name": "alignment", "value": 1.4038 }, { "name": "tau", "value": 0.2545 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0605 }, "coherence_score": 0.2544858455657959, "coherence_diagnostics": { "tau": 0.2544858455657959, "grad_tau": 0.18227644264698029, "torsion": 0.0, "alignment": 1.4038151502609253, "S_field": 0.40298596024513245, "Gamma_field": 0.6928214430809021, "S_over_Gamma": 0.581659197807312, "Da": 41.36680221557617, "E_coh": 0.9099873900413513, "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": [ [ [ -96.15, 26.46 ], [ -96.13, 26.46 ], [ -96.12, 26.45 ], [ -96.12, 26.36 ], [ -96.13, 26.36 ], [ -96.15, 26.38 ], [ -96.14, 26.4 ], [ -96.14, 26.41 ], [ -96.16, 26.43 ], [ -96.16, 26.45 ], [ -96.15, 26.46 ] ] ] }, "raw_probability": 0.0605, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0605, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "936420a7839b4582cc93674a66f627ce8e456591a4208373c4a1d5c9f2b199c6", "signature": { "alg": "ed25519", "sig": "e22449a9801fe1d48cbd882f8661ea0f8542444955ccd2621d434093fcec85de480d0aa696b7c3e7a857f97d43ecd8234988d4f5570eb374316f0d835f7ea209" } }, "receipt_sha256": "936420a7839b4582cc93674a66f627ce8e456591a4208373c4a1d5c9f2b199c6" }, { "storm_id": "372469", "lat": 24.9219, "lon": -78.2706, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2261.0, "ebshear": 12.0, "srh01": 44.0, "maxllaz": 0.0, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 40.1936 }, { "name": "alignment", "value": 1.2067 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0605 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5203320980072021, "torsion": 0.0, "alignment": 1.2066707611083984, "S_field": 1.0608159303665161, "Gamma_field": 0.2628214657306671, "S_over_Gamma": 4.036260604858398, "Da": 16.130186080932617, "E_coh": 0.9630885720252991, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.3, 24.97 ], [ -78.29, 24.96 ], [ -78.25, 24.96 ], [ -78.22, 24.94 ], [ -78.22, 24.89 ], [ -78.23, 24.88 ], [ -78.23, 24.9 ], [ -78.25, 24.92 ], [ -78.26, 24.92 ], [ -78.28, 24.9 ], [ -78.28, 24.89 ], [ -78.3, 24.88 ], [ -78.3, 24.9 ], [ -78.31, 24.91 ], [ -78.31, 24.96 ], [ -78.3, 24.97 ] ] ] }, "raw_probability": 0.0605, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0605, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "936420a7839b4582cc93674a66f627ce8e456591a4208373c4a1d5c9f2b199c6", "signature": { "alg": "ed25519", "sig": "e22449a9801fe1d48cbd882f8661ea0f8542444955ccd2621d434093fcec85de480d0aa696b7c3e7a857f97d43ecd8234988d4f5570eb374316f0d835f7ea209" } }, "receipt_sha256": "936420a7839b4582cc93674a66f627ce8e456591a4208373c4a1d5c9f2b199c6" }, { "storm_id": "372279", "lat": 34.9842, "lon": -111.51, "motion_east": 5.2, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 764.0, "ebshear": 20.0, "srh01": 29.0, "maxllaz": 0.003, "mesh": 0.23, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 33.9436 }, { "name": "alignment", "value": -1.1386 }, { "name": "tau", "value": 0.414 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0597 }, "coherence_score": 0.41399848461151123, "coherence_diagnostics": { "tau": 0.41399848461151123, "grad_tau": 0.09890894591808319, "torsion": 0.0, "alignment": -1.13864266872406, "S_field": 0.34181925654411316, "Gamma_field": 0.9244881272315979, "S_over_Gamma": 0.36973893642425537, "Da": 61.16227722167969, "E_coh": 0.7167502641677856, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.53, 35.04 ], [ -111.49, 35.04 ], [ -111.45, 34.99 ], [ -111.45, 34.98 ], [ -111.48, 34.95 ], [ -111.5, 34.95 ], [ -111.51, 34.94 ], [ -111.52, 34.95 ], [ -111.54, 34.95 ], [ -111.56, 34.97 ], [ -111.56, 35.01 ], [ -111.53, 35.04 ] ] ] }, "raw_probability": 0.0597, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0597, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4955393b898a7bee357c50ac4cd2ac86b6f85abfbb7b5d3962c2ab6ec8d99063", "signature": { "alg": "ed25519", "sig": "c4fce52cae7a0250c57f885cecc2dab545c0161273339bb96300f1951dff4c74e0e38241af41d43c04720634a5d4130fe69609e3b6867e58e85999293f424405" } }, "receipt_sha256": "4955393b898a7bee357c50ac4cd2ac86b6f85abfbb7b5d3962c2ab6ec8d99063" }, { "storm_id": "372502", "lat": 27.165, "lon": -84.728, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2108.0, "ebshear": 20.0, "srh01": 19.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 46.4436 }, { "name": "alignment", "value": -0.8167 }, { "name": "tau", "value": 3.1356 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0597 }, "coherence_score": 3.135578155517578, "coherence_diagnostics": { "tau": 3.135578155517578, "grad_tau": 0.5610129237174988, "torsion": 0.0, "alignment": -0.8166950941085815, "S_field": 0.8116098642349243, "Gamma_field": 0.21032144129276276, "S_over_Gamma": 3.8589022159576416, "Da": 13.17257022857666, "E_coh": 0.9614915251731873, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.71, 27.21 ], [ -84.7, 27.2 ], [ -84.7, 27.15 ], [ -84.71, 27.13 ], [ -84.72, 27.14 ], [ -84.76, 27.12 ], [ -84.77, 27.13 ], [ -84.77, 27.17 ], [ -84.73, 27.19 ], [ -84.71, 27.21 ] ] ] }, "raw_probability": 0.0597, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0597, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4955393b898a7bee357c50ac4cd2ac86b6f85abfbb7b5d3962c2ab6ec8d99063", "signature": { "alg": "ed25519", "sig": "c4fce52cae7a0250c57f885cecc2dab545c0161273339bb96300f1951dff4c74e0e38241af41d43c04720634a5d4130fe69609e3b6867e58e85999293f424405" } }, "receipt_sha256": "4955393b898a7bee357c50ac4cd2ac86b6f85abfbb7b5d3962c2ab6ec8d99063" }, { "storm_id": "372468", "lat": 25.925, "lon": -80.5263, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3079.0, "ebshear": 15.0, "srh01": 42.0, "maxllaz": 0.004, "mesh": 0.34, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 39.0686 }, { "name": "alignment", "value": 1.0322 }, { "name": "tau", "value": 1.333 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0596 }, "coherence_score": 1.3330435752868652, "coherence_diagnostics": { "tau": 1.3330435752868652, "grad_tau": 1.0764801502227783, "torsion": 0.0, "alignment": 1.032207727432251, "S_field": 0.942107617855072, "Gamma_field": 0.21282145380973816, "S_over_Gamma": 4.426751136779785, "Da": 12.91088581085205, "E_coh": 0.9664218425750732, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.54, 25.96 ], [ -80.5, 25.96 ], [ -80.48, 25.94 ], [ -80.48, 25.9 ], [ -80.51, 25.87 ], [ -80.58, 25.88 ], [ -80.58, 25.93 ], [ -80.54, 25.96 ] ] ] }, "raw_probability": 0.0596, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0596, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9e373ad27b0383b9daf94a72791d9b8407d82a145cf03f8a7e19bcf3695881a1", "signature": { "alg": "ed25519", "sig": "1173c9a4b8ca8dbefa362e38b3b845de5f51275ea9659adbcb1ef6725e717a9d3c32696305bdeff53fef8358032a47c4bdb9e23dab189796ee7184a63f138306" } }, "receipt_sha256": "9e373ad27b0383b9daf94a72791d9b8407d82a145cf03f8a7e19bcf3695881a1" }, { "storm_id": "372462", "lat": 30.8644, "lon": -81.98, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2718.0, "ebshear": 11.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 41.5686 }, { "name": "alignment", "value": 1.6196 }, { "name": "tau", "value": 2.946 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0591 }, "coherence_score": 2.9459822177886963, "coherence_diagnostics": { "tau": 2.9459822177886963, "grad_tau": 0.7284454107284546, "torsion": 0.0, "alignment": 1.6195683479309082, "S_field": 0.4399617314338684, "Gamma_field": 0.44698813557624817, "S_over_Gamma": 0.9842805862426758, "Da": 27.97625732421875, "E_coh": 0.8173550367355347, "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": [ [ [ -81.96, 30.9 ], [ -81.94, 30.88 ], [ -81.96, 30.84 ], [ -81.96, 30.81 ], [ -82.02, 30.81 ], [ -82.03, 30.87 ], [ -82.0, 30.89 ], [ -81.99, 30.88 ], [ -81.96, 30.9 ] ] ] }, "raw_probability": 0.0591, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a01bfe751f2fc06efeebcf27d35f50ab9347e76137ba0664876d6219c64a372a", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0591, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c8179ef86bf03aa30e7d0e35720e05c2fb3dc2770f5b0eaa26ebb25aed955353", "signature": { "alg": "ed25519", "sig": "b184b91829703e1f9f412f904e7ec78c4728591e88d923b5c9e24a0153eac2dc6f32d096c9d60176661f752ceeec1b91664ce15fe30659fd4d2ca4e11a28630c" } }, "receipt_sha256": "c8179ef86bf03aa30e7d0e35720e05c2fb3dc2770f5b0eaa26ebb25aed955353" }, { "storm_id": "372206", "lat": 48.8144, "lon": -118.5578, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1349.0, "ebshear": 20.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.61, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 3.0433 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.059 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1672128438949585, "torsion": 0.0, "alignment": 3.0433292388916016, "S_field": 0.06489287316799164, "Gamma_field": 0.15032145380973816, "S_over_Gamma": 0.43169403076171875, "Da": 8.79574203491211, "E_coh": 0.4575709104537964, "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": [ [ [ -118.58, 48.85 ], [ -118.53, 48.85 ], [ -118.51, 48.83 ], [ -118.51, 48.79 ], [ -118.53, 48.77 ], [ -118.58, 48.77 ], [ -118.6, 48.79 ], [ -118.6, 48.83 ], [ -118.58, 48.85 ] ] ] }, "raw_probability": 0.059, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.059, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "be8b591ed23c80800393680bda0ef81281b24979b3355d9b4e8c252281da8835", "signature": { "alg": "ed25519", "sig": "6e687a8ea83cda16ecbf52eca8ec25691e69c6909c20be4f3b4605796e354e0c1484b825154c8f38795ea4ef89a8c207595d2af6b6e83424507fa53fdd65cb02" } }, "receipt_sha256": "be8b591ed23c80800393680bda0ef81281b24979b3355d9b4e8c252281da8835" }, { "storm_id": "372408", "lat": 30.94, "lon": -91.0536, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2362.0, "ebshear": 15.0, "srh01": 6.0, "maxllaz": 0.007, "mesh": 0.6, "flash_rate": 22.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 40.1936 }, { "name": "alignment", "value": 1.2525 }, { "name": "tau", "value": 2.0137 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0589 }, "coherence_score": 2.0136899948120117, "coherence_diagnostics": { "tau": 2.0136899948120117, "grad_tau": 0.5778269171714783, "torsion": 0.0, "alignment": 1.252522349357605, "S_field": 0.8474556803703308, "Gamma_field": 0.5436547994613647, "S_over_Gamma": 1.558812141418457, "Da": 34.02853012084961, "E_coh": 0.9469738006591797, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.06, 30.98 ], [ -91.0, 30.98 ], [ -90.99, 30.97 ], [ -91.0, 30.96 ], [ -91.0, 30.92 ], [ -91.02, 30.9 ], [ -91.04, 30.9 ], [ -91.05, 30.89 ], [ -91.11, 30.89 ], [ -91.13, 30.91 ], [ -91.13, 30.94 ], [ -91.09, 30.97 ], [ -91.07, 30.97 ], [ -91.06, 30.98 ] ] ] }, "raw_probability": 0.0589, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0589, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ef640be346267b7e60aede334d00d5f9b1d9b4a9c1fe458d010b3f5e6a018800", "signature": { "alg": "ed25519", "sig": "d98c6eaf9ae4b6e7e04f20da58bf6203eefcdd11963f2b0544d45bdf7c4e1172cf58ee3999f7c8d570214b81338461bf04a48973fd4822be6531c37bf3835e02" } }, "receipt_sha256": "ef640be346267b7e60aede334d00d5f9b1d9b4a9c1fe458d010b3f5e6a018800" }, { "storm_id": "372497", "lat": 31.0418, "lon": -90.9073, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2977.0, "ebshear": 13.0, "srh01": 12.0, "maxllaz": 0.005, "mesh": 0.34, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 40.1936 }, { "name": "alignment", "value": 1.2525 }, { "name": "tau", "value": 2.0137 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0589 }, "coherence_score": 2.0136899948120117, "coherence_diagnostics": { "tau": 2.0136899948120117, "grad_tau": 0.5778269171714783, "torsion": 0.0, "alignment": 1.252522349357605, "S_field": 0.8474556803703308, "Gamma_field": 0.5436547994613647, "S_over_Gamma": 1.558812141418457, "Da": 34.02853012084961, "E_coh": 0.9469738006591797, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.9, 31.07 ], [ -90.88, 31.07 ], [ -90.87, 31.06 ], [ -90.87, 31.02 ], [ -90.89, 31.0 ], [ -90.93, 30.99 ], [ -90.95, 31.02 ], [ -90.95, 31.04 ], [ -90.93, 31.06 ], [ -90.91, 31.06 ], [ -90.9, 31.07 ] ] ] }, "raw_probability": 0.0589, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0589, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ef640be346267b7e60aede334d00d5f9b1d9b4a9c1fe458d010b3f5e6a018800", "signature": { "alg": "ed25519", "sig": "d98c6eaf9ae4b6e7e04f20da58bf6203eefcdd11963f2b0544d45bdf7c4e1172cf58ee3999f7c8d570214b81338461bf04a48973fd4822be6531c37bf3835e02" } }, "receipt_sha256": "ef640be346267b7e60aede334d00d5f9b1d9b4a9c1fe458d010b3f5e6a018800" }, { "storm_id": "371679", "lat": 50.853, "lon": -117.361, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 590.0, "ebshear": 11.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0585 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "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": [ [ [ -117.37, 50.89 ], [ -117.34, 50.89 ], [ -117.32, 50.88 ], [ -117.32, 50.83 ], [ -117.35, 50.81 ], [ -117.36, 50.82 ], [ -117.38, 50.82 ], [ -117.4, 50.84 ], [ -117.4, 50.86 ], [ -117.37, 50.89 ] ] ] }, "raw_probability": 0.0585, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0585, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc", "signature": { "alg": "ed25519", "sig": "02fc4882e95a068a731dbfbe22af2691a554085455204f9a265fe2595af40adc315a87e933fe56e137d0d2ae6dde82355c8475a448cb2e3146028275b121610e" } }, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc" }, { "storm_id": "372303", "lat": 36.63, "lon": -104.4736, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 509.0, "ebshear": 19.0, "srh01": 39.0, "maxllaz": 0.001, "mesh": 0.16, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 23.0686 }, { "name": "alignment", "value": -0.9408 }, { "name": "tau", "value": 0.4674 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0585 }, "coherence_score": 0.4673807621002197, "coherence_diagnostics": { "tau": 0.4673807621002197, "grad_tau": 0.02959459461271763, "torsion": 0.0, "alignment": -0.940751850605011, "S_field": 0.2554846704006195, "Gamma_field": 0.5169880986213684, "S_over_Gamma": 0.49417901039123535, "Da": 30.357683181762695, "E_coh": 0.8715592622756958, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.49, 36.68 ], [ -104.46, 36.68 ], [ -104.43, 36.65 ], [ -104.43, 36.61 ], [ -104.44, 36.6 ], [ -104.44, 36.58 ], [ -104.48, 36.58 ], [ -104.51, 36.6 ], [ -104.52, 36.62 ], [ -104.52, 36.65 ], [ -104.49, 36.68 ] ] ] }, "raw_probability": 0.0585, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0585, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc", "signature": { "alg": "ed25519", "sig": "02fc4882e95a068a731dbfbe22af2691a554085455204f9a265fe2595af40adc315a87e933fe56e137d0d2ae6dde82355c8475a448cb2e3146028275b121610e" } }, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc" }, { "storm_id": "372311", "lat": 50.4515, "lon": -117.03, "motion_east": 4.4, "motion_south": -3.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1626.0, "ebshear": 16.0, "srh01": 21.0, "maxllaz": 0.004, "mesh": 0.71, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0585 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "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": [ [ [ -117.03, 50.52 ], [ -117.0, 50.52 ], [ -116.97, 50.5 ], [ -116.97, 50.45 ], [ -117.0, 50.41 ], [ -117.01, 50.41 ], [ -117.03, 50.39 ], [ -117.05, 50.39 ], [ -117.07, 50.4 ], [ -117.08, 50.42 ], [ -117.08, 50.46 ], [ -117.07, 50.48 ], [ -117.03, 50.52 ] ] ] }, "raw_probability": 0.0585, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0585, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc", "signature": { "alg": "ed25519", "sig": "02fc4882e95a068a731dbfbe22af2691a554085455204f9a265fe2595af40adc315a87e933fe56e137d0d2ae6dde82355c8475a448cb2e3146028275b121610e" } }, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc" }, { "storm_id": "372428", "lat": 41.8, "lon": -81.252, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1314.0, "ebshear": 18.0, "srh01": 28.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 19.0686 }, { "name": "alignment", "value": 2.1913 }, { "name": "tau", "value": 1.0245 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0585 }, "coherence_score": 1.0245217084884644, "coherence_diagnostics": { "tau": 1.0245217084884644, "grad_tau": 0.1152680441737175, "torsion": 0.0, "alignment": 2.191317081451416, "S_field": 0.16096818447113037, "Gamma_field": 0.3228214681148529, "S_over_Gamma": 0.4986291229724884, "Da": 19.334091186523438, "E_coh": 0.13982290029525757, "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": [ [ [ -81.31, 41.86 ], [ -81.28, 41.86 ], [ -81.25, 41.84 ], [ -81.23, 41.84 ], [ -81.23, 41.83 ], [ -81.19, 41.8 ], [ -81.2, 41.78 ], [ -81.2, 41.74 ], [ -81.21, 41.73 ], [ -81.22, 41.74 ], [ -81.26, 41.74 ], [ -81.29, 41.77 ], [ -81.29, 41.79 ], [ -81.31, 41.82 ], [ -81.31, 41.86 ] ] ] }, "raw_probability": 0.0585, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0585, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc", "signature": { "alg": "ed25519", "sig": "02fc4882e95a068a731dbfbe22af2691a554085455204f9a265fe2595af40adc315a87e933fe56e137d0d2ae6dde82355c8475a448cb2e3146028275b121610e" } }, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc" }, { "storm_id": "372471", "lat": 50.6567, "lon": -117.0167, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1129.0, "ebshear": 14.0, "srh01": 21.0, "maxllaz": 0.002, "mesh": 0.48, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 28.0686 }, { "name": "alignment", "value": 4.4808 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0585 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.21674588322639465, "torsion": 0.0, "alignment": 4.480829238891602, "S_field": 0.19042067229747772, "Gamma_field": 0.17032144963741302, "S_over_Gamma": 1.1180075407028198, "Da": 10.371289253234863, "E_coh": 0.560003936290741, "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": [ [ [ -117.03, 50.7 ], [ -116.98, 50.7 ], [ -116.96, 50.68 ], [ -116.96, 50.64 ], [ -117.01, 50.6 ], [ -117.04, 50.6 ], [ -117.07, 50.62 ], [ -117.07, 50.67 ], [ -117.03, 50.7 ] ] ] }, "raw_probability": 0.0585, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0585, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc", "signature": { "alg": "ed25519", "sig": "02fc4882e95a068a731dbfbe22af2691a554085455204f9a265fe2595af40adc315a87e933fe56e137d0d2ae6dde82355c8475a448cb2e3146028275b121610e" } }, "receipt_sha256": "78b867baa0a910bb49f2dc864689b8accc2dae1c5a870c5ae6b025909dfc98bc" }, { "storm_id": "371619", "lat": 49.185, "lon": -102.5894, "motion_east": 5.2, "motion_south": 1.4, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 540.0, "ebshear": 15.0, "srh01": 52.0, "maxllaz": 0.003, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 27.6936 }, { "name": "alignment", "value": -0.3942 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0583 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1445567011833191, "torsion": 0.0, "alignment": -0.39417076110839844, "S_field": 0.2339438796043396, "Gamma_field": 0.873654842376709, "S_over_Gamma": 0.26777610182762146, "Da": 52.55217742919922, "E_coh": 0.4543522000312805, "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": [ [ [ -102.66, 49.29 ], [ -102.64, 49.28 ], [ -102.61, 49.28 ], [ -102.59, 49.26 ], [ -102.57, 49.26 ], [ -102.52, 49.2 ], [ -102.48, 49.12 ], [ -102.48, 49.09 ], [ -102.47, 49.08 ], [ -102.5, 49.04 ], [ -102.54, 49.04 ], [ -102.6, 49.07 ], [ -102.61, 49.09 ], [ -102.61, 49.15 ], [ -102.7, 49.23 ], [ -102.7, 49.28 ], [ -102.67, 49.28 ], [ -102.66, 49.29 ] ] ] }, "raw_probability": 0.0583, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f8480f04fc8f8b247be8eb630a0944dc202a8087b4d3be551c787494318bd013", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0583, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "103c10698b966935419e42ca7c4b053c895310cf3f3cd34d4b3210d4ba69a88a", "signature": { "alg": "ed25519", "sig": "d26ae98ef9a4eb0f97b47dad7e09b8436bd95c4c4d435acdac54cc4af32d20f4d4cdb4dee1e7b2e0c4c2d334e5b77e06228439caab0fc17b6bad5760c90ee106" } }, "receipt_sha256": "103c10698b966935419e42ca7c4b053c895310cf3f3cd34d4b3210d4ba69a88a" }, { "storm_id": "371793", "lat": 49.042, "lon": -102.7632, "motion_east": 5.0, "motion_south": 0.2, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 238.0, "ebshear": 19.0, "srh01": 32.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 27.6936 }, { "name": "alignment", "value": -0.3942 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0581 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1445567011833191, "torsion": 0.0, "alignment": -0.39417076110839844, "S_field": 0.2339438796043396, "Gamma_field": 0.873654842376709, "S_over_Gamma": 0.26777610182762146, "Da": 52.55217742919922, "E_coh": 0.4543522000312805, "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": [ [ [ -102.84, 49.16 ], [ -102.8, 49.16 ], [ -102.8, 49.13 ], [ -102.77, 49.1 ], [ -102.73, 49.12 ], [ -102.68, 49.12 ], [ -102.68, 49.08 ], [ -102.67, 49.06 ], [ -102.64, 49.04 ], [ -102.63, 49.0 ], [ -102.62, 48.99 ], [ -102.62, 48.97 ], [ -102.64, 48.93 ], [ -102.76, 48.93 ], [ -102.77, 48.92 ], [ -102.86, 48.92 ], [ -102.88, 48.94 ], [ -102.88, 48.97 ], [ -102.87, 48.99 ], [ -102.85, 49.0 ], [ -102.79, 49.07 ], [ -102.8, 49.09 ], [ -102.82, 49.09 ], [ -102.84, 49.11 ], [ -102.84, 49.16 ] ] ] }, "raw_probability": 0.0581, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "13123cb4f2b3be56d66058b4472a76ceaf3796c449ffb635620a17395c16bcb6", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0581, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7050b10db8ce913554243f91e2d91fc68a2b6c1d825c4d7d871cbdf2c6ba914d", "signature": { "alg": "ed25519", "sig": "aa3dbdf5065743f5dd22c4471af04f95d9f1e2622a6919584915b6533dd83b2ec9ffc22417a34ff29646bbafb40838f7c3f73cfce199339820612dd1f0c6150b" } }, "receipt_sha256": "7050b10db8ce913554243f91e2d91fc68a2b6c1d825c4d7d871cbdf2c6ba914d" }, { "storm_id": "372356", "lat": 34.704, "lon": -111.424, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 572.0, "ebshear": 20.0, "srh01": 48.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 33.9436 }, { "name": "alignment", "value": -1.1386 }, { "name": "tau", "value": 0.414 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0576 }, "coherence_score": 0.41399848461151123, "coherence_diagnostics": { "tau": 0.41399848461151123, "grad_tau": 0.09890894591808319, "torsion": 0.0, "alignment": -1.13864266872406, "S_field": 0.34181925654411316, "Gamma_field": 0.9244881272315979, "S_over_Gamma": 0.36973893642425537, "Da": 61.16227722167969, "E_coh": 0.7167502641677856, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.43, 34.76 ], [ -111.38, 34.74 ], [ -111.38, 34.71 ], [ -111.37, 34.7 ], [ -111.39, 34.67 ], [ -111.43, 34.65 ], [ -111.46, 34.65 ], [ -111.49, 34.67 ], [ -111.48, 34.73 ], [ -111.43, 34.76 ] ] ] }, "raw_probability": 0.0576, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0576, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "75b43f9761134c807ec37c9e2e0397cb4158b14d521b08c548fe87f0e0d8583c", "signature": { "alg": "ed25519", "sig": "2824c7f34083f510a826fd753f35160ff5455d1f7264c0973f96d06ebac6f7795f1ec5b575b8f78617c532808f8b0bd9e44d0257c104aa60a0e25b9800a83e09" } }, "receipt_sha256": "75b43f9761134c807ec37c9e2e0397cb4158b14d521b08c548fe87f0e0d8583c" }, { "storm_id": "371956", "lat": 40.165, "lon": -76.9205, "motion_east": 7.1, "motion_south": 2.6, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1036.0, "ebshear": 36.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 16.5686 }, { "name": "alignment", "value": 2.8317 }, { "name": "tau", "value": 1.2002 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0574 }, "coherence_score": 1.2002089023590088, "coherence_diagnostics": { "tau": 1.2002089023590088, "grad_tau": 0.15958896279335022, "torsion": 0.0, "alignment": 2.831714153289795, "S_field": 0.19752831757068634, "Gamma_field": 0.5886548161506653, "S_over_Gamma": 0.33555883169174194, "Da": 31.48465919494629, "E_coh": 0.14200040698051453, "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": [ [ [ -76.95, 40.22 ], [ -76.93, 40.22 ], [ -76.92, 40.21 ], [ -76.87, 40.21 ], [ -76.85, 40.19 ], [ -76.83, 40.19 ], [ -76.8, 40.16 ], [ -76.8, 40.14 ], [ -76.85, 40.09 ], [ -76.87, 40.1 ], [ -76.92, 40.1 ], [ -76.93, 40.11 ], [ -76.95, 40.11 ], [ -76.99, 40.13 ], [ -77.02, 40.13 ], [ -77.02, 40.17 ], [ -77.0, 40.19 ], [ -77.0, 40.2 ], [ -76.96, 40.21 ], [ -76.95, 40.22 ] ] ] }, "raw_probability": 0.0574, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0574, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "27995ac5f1ab55cd35b52c2d84092cefd7a5ea25282f59d80185f9f37e3bd234", "signature": { "alg": "ed25519", "sig": "e9e210362ad439e62a48e408fa672079d0ac6baa254899f2aee774682f7fd922b243261bfb42cf76c2f0180ce610bb485c1b8e9e26ab407424c81c15b6d6c00a" } }, "receipt_sha256": "27995ac5f1ab55cd35b52c2d84092cefd7a5ea25282f59d80185f9f37e3bd234" }, { "storm_id": "372290", "lat": 25.3723, "lon": -78.89, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2857.0, "ebshear": 6.0, "srh01": 27.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 40.1936 }, { "name": "alignment", "value": 1.2067 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0572 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.5203320980072021, "torsion": 0.0, "alignment": 1.2066707611083984, "S_field": 1.0608159303665161, "Gamma_field": 0.2628214657306671, "S_over_Gamma": 4.036260604858398, "Da": 16.130186080932617, "E_coh": 0.9630885720252991, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.91, 25.42 ], [ -78.89, 25.4 ], [ -78.86, 25.4 ], [ -78.84, 25.38 ], [ -78.84, 25.33 ], [ -78.85, 25.33 ], [ -78.88, 25.36 ], [ -78.89, 25.36 ], [ -78.92, 25.32 ], [ -78.92, 25.35 ], [ -78.93, 25.36 ], [ -78.93, 25.41 ], [ -78.91, 25.42 ] ] ] }, "raw_probability": 0.0572, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "249c78b19b8f9df56f706de533c0adfa9dc134b8a5ba3a34082ed402ca3c0a36", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0572, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e58287dcafa8fa4399090c7f4c242f5b2b980851367e8b7fe479f08a0213f209", "signature": { "alg": "ed25519", "sig": "2c8814dba67cbf45e424c265df680a306a041ee0a895194728f80c47cea81961557257bda7b52b2c3447e526f03fea4af11b96a2037e05762b62edc580822700" } }, "receipt_sha256": "e58287dcafa8fa4399090c7f4c242f5b2b980851367e8b7fe479f08a0213f209" }, { "storm_id": "372413", "lat": 29.1855, "lon": -81.1545, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2264.0, "ebshear": 10.0, "srh01": 9.0, "maxllaz": 0.003, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 46.4436 }, { "name": "alignment", "value": 0.2552 }, { "name": "tau", "value": 3.9005 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0567 }, "coherence_score": 3.9005188941955566, "coherence_diagnostics": { "tau": 3.9005188941955566, "grad_tau": 0.49281299114227295, "torsion": 0.0, "alignment": 0.2552241384983063, "S_field": 1.4597231149673462, "Gamma_field": 0.25865480303764343, "S_over_Gamma": 5.643518447875977, "Da": 16.56108856201172, "E_coh": 0.9746960401535034, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.18, 29.22 ], [ -81.11, 29.22 ], [ -81.1, 29.21 ], [ -81.11, 29.19 ], [ -81.11, 29.16 ], [ -81.13, 29.14 ], [ -81.17, 29.14 ], [ -81.21, 29.16 ], [ -81.2, 29.17 ], [ -81.2, 29.21 ], [ -81.18, 29.22 ] ] ] }, "raw_probability": 0.0567, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f6528d9469fa4e641e41561cf24f5d5e604291daf89d29066ad77b2c6c7daf62", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0567, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "152ae13349249da2c0de8ee352a4c65708ec113c293919fad93e00036b4a030f", "signature": { "alg": "ed25519", "sig": "5734c442b3a32197de63239a9d645619a2e1890df400539be46e1eba591726d8fa7445634aeac6e01689a987679e331d16163aa2d2d81dc4178b2ece23a8e204" } }, "receipt_sha256": "152ae13349249da2c0de8ee352a4c65708ec113c293919fad93e00036b4a030f" }, { "storm_id": "372473", "lat": 49.7005, "lon": -103.1411, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 67.0, "ebshear": 20.0, "srh01": 47.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 27.6936 }, { "name": "alignment", "value": -0.3942 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0565 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1445567011833191, "torsion": 0.0, "alignment": -0.39417076110839844, "S_field": 0.2339438796043396, "Gamma_field": 0.873654842376709, "S_over_Gamma": 0.26777610182762146, "Da": 52.55217742919922, "E_coh": 0.4543522000312805, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.42, 50.15 ], [ -103.4, 50.14 ], [ -103.38, 50.11 ], [ -103.33, 50.1 ], [ -103.3, 50.08 ], [ -103.26, 50.08 ], [ -103.2, 50.12 ], [ -103.13, 50.12 ], [ -103.06, 50.08 ], [ -103.06, 50.02 ], [ -103.08, 49.98 ], [ -103.06, 49.94 ], [ -103.06, 49.86 ], [ -103.07, 49.85 ], [ -103.07, 49.83 ], [ -103.08, 49.81 ], [ -103.12, 49.79 ], [ -103.16, 49.79 ], [ -103.18, 49.77 ], [ -103.17, 49.76 ], [ -103.14, 49.76 ], [ -103.12, 49.74 ], [ -103.11, 49.74 ], [ -103.11, 49.73 ], [ -103.08, 49.7 ], [ -103.07, 49.67 ], [ -103.03, 49.64 ], [ -103.01, 49.64 ], [ -102.99, 49.66 ], [ -102.91, 49.66 ], [ -102.9, 49.65 ], [ -102.87, 49.65 ], [ -102.85, 49.63 ], [ -102.85, 49.58 ], [ -102.86, 49.57 ], [ -102.89, 49.57 ], [ -102.91, 49.55 ], [ -102.91, 49.53 ], [ -102.9, 49.52 ], [ -102.87, 49.55 ], [ -102.86, 49.55 ], [ -102.8, 49.5 ], [ -102.74, 49.47 ], [ -102.72, 49.45 ], [ -102.68, 49.38 ], [ -102.69, 49.33 ], [ -102.71, 49.31 ], [ -102.75, 49.31 ], [ -102.81, 49.38 ], [ -102.82, 49.41 ], [ -102.86, 49.45 ], [ -102.88, 49.45 ], [ -102.94, 49.41 ], [ -103.02, 49.41 ], [ -103.05, 49.44 ], [ -103.07, 49.43 ], [ -103.11, 49.46 ], [ -103.12, 49.46 ], [ -103.14, 49.49 ], [ -103.14, 49.51 ], [ -103.18, 49.54 ], [ -103.22, 49.52 ], [ -103.22, 49.46 ], [ -103.21, 49.45 ], [ -103.22, 49.39 ], [ -103.26, 49.39 ], [ -103.3, 49.42 ], [ -103.31, 49.44 ], [ -103.31, 49.48 ], [ -103.29, 49.52 ], [ -103.28, 49.52 ], [ -103.26, 49.54 ], [ -103.27, 49.55 ], [ -103.26, 49.57 ], [ -103.3, 49.61 ], [ -103.33, 49.62 ], [ -103.38, 49.67 ], [ -103.38, 49.72 ], [ -103.36, 49.74 ], [ -103.36, 49.77 ], [ -103.39, 49.81 ], [ -103.39, 49.86 ], [ -103.4, 49.87 ], [ -103.4, 49.92 ], [ -103.41, 49.94 ], [ -103.44, 49.96 ], [ -103.49, 49.96 ], [ -103.51, 49.97 ], [ -103.53, 50.01 ], [ -103.53, 50.03 ], [ -103.51, 50.06 ], [ -103.5, 50.1 ], [ -103.47, 50.13 ], [ -103.43, 50.14 ], [ -103.42, 50.15 ] ] ] }, "raw_probability": 0.0565, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0565, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ba4da923ed91a4cf87967872085fc92d70c688ee4d49a64649565e64c7760ac1", "signature": { "alg": "ed25519", "sig": "c2af90ad2aff8f25104632df00898961d426673081630cd103332c5c37a2b5b4f064342b2239bc286fceb13689566a72a71ea9f8038f1679278d4803ce06b90a" } }, "receipt_sha256": "ba4da923ed91a4cf87967872085fc92d70c688ee4d49a64649565e64c7760ac1" }, { "storm_id": "372460", "lat": 33.1597, "lon": -79.5859, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3909.0, "ebshear": 25.0, "srh01": 25.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 31.8186 }, { "name": "alignment", "value": 1.6112 }, { "name": "tau", "value": 2.36 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0563 }, "coherence_score": 2.3600094318389893, "coherence_diagnostics": { "tau": 2.3600094318389893, "grad_tau": 0.3750022351741791, "torsion": 0.0, "alignment": 1.611223578453064, "S_field": 0.8359236717224121, "Gamma_field": 0.3903214931488037, "S_over_Gamma": 2.1416285037994385, "Da": 23.921249389648438, "E_coh": 0.9402876496315002, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.63, 33.2 ], [ -79.62, 33.2 ], [ -79.61, 33.2 ], [ -79.6, 33.2 ], [ -79.59, 33.2 ], [ -79.58, 33.2 ], [ -79.57, 33.2 ], [ -79.56, 33.2 ], [ -79.55, 33.19 ], [ -79.54, 33.19 ], [ -79.53, 33.18 ], [ -79.52, 33.19 ], [ -79.52, 33.18 ], [ -79.53, 33.18 ], [ -79.54, 33.17 ], [ -79.55, 33.16 ], [ -79.56, 33.15 ], [ -79.55, 33.14 ], [ -79.55, 33.13 ], [ -79.55, 33.12 ], [ -79.56, 33.12 ], [ -79.57, 33.11 ], [ -79.58, 33.11 ], [ -79.59, 33.11 ], [ -79.6, 33.11 ], [ -79.61, 33.11 ], [ -79.62, 33.11 ], [ -79.63, 33.11 ], [ -79.63, 33.12 ], [ -79.63, 33.13 ], [ -79.63, 33.14 ], [ -79.63, 33.15 ], [ -79.63, 33.16 ], [ -79.63, 33.17 ], [ -79.63, 33.18 ], [ -79.63, 33.19 ], [ -79.63, 33.2 ] ] ] }, "raw_probability": 0.0563, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0563, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4d253abc705af020e56d99e56d36c271603b02c0529527eae2e0f0c11c321913", "signature": { "alg": "ed25519", "sig": "993bfcdd1b432c54e03ab702c92cb5563e44f3d5550cd94e284cc94dcc42ae4f6c122a301a87a4a83fc22020a84e7d7d693f048afc325295c8bb2c8e479fe502" } }, "receipt_sha256": "4d253abc705af020e56d99e56d36c271603b02c0529527eae2e0f0c11c321913" }, { "storm_id": "371899", "lat": 34.7432, "lon": -111.0832, "motion_east": 4.2, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 697.0, "ebshear": 19.0, "srh01": 39.0, "maxllaz": 0.006, "mesh": 0.26, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 33.9436 }, { "name": "alignment", "value": -1.1386 }, { "name": "tau", "value": 0.414 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0558 }, "coherence_score": 0.41399848461151123, "coherence_diagnostics": { "tau": 0.41399848461151123, "grad_tau": 0.09890894591808319, "torsion": 0.0, "alignment": -1.13864266872406, "S_field": 0.34181925654411316, "Gamma_field": 0.9244881272315979, "S_over_Gamma": 0.36973893642425537, "Da": 61.16227722167969, "E_coh": 0.7167502641677856, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.05, 34.84 ], [ -111.02, 34.83 ], [ -110.96, 34.77 ], [ -110.96, 34.76 ], [ -110.94, 34.74 ], [ -110.94, 34.69 ], [ -110.93, 34.68 ], [ -110.98, 34.68 ], [ -111.01, 34.7 ], [ -111.02, 34.7 ], [ -111.04, 34.68 ], [ -111.1, 34.68 ], [ -111.13, 34.71 ], [ -111.15, 34.7 ], [ -111.18, 34.7 ], [ -111.19, 34.69 ], [ -111.22, 34.69 ], [ -111.24, 34.71 ], [ -111.24, 34.76 ], [ -111.2, 34.8 ], [ -111.17, 34.8 ], [ -111.16, 34.81 ], [ -111.11, 34.8 ], [ -111.09, 34.82 ], [ -111.05, 34.84 ] ] ] }, "raw_probability": 0.0558, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "ae3b476197aa1bc551fd0c253ed8ca80440694c50eb67accd0a6d330e7039bca", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0558, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "28c74eb5811a25ea924c19388bc91e271f67dee7fe4f8b5fb5f75bc97f353c3e", "signature": { "alg": "ed25519", "sig": "706b3775855a55b7f4a4a88b57e0a9c814e4315b34ea230d1cf2c978369612d13956ef74317d4a7f93343115d833089743f862d25a9ad37ec814f12ab72eef02" } }, "receipt_sha256": "28c74eb5811a25ea924c19388bc91e271f67dee7fe4f8b5fb5f75bc97f353c3e" }, { "storm_id": "372365", "lat": 24.7727, "lon": -81.45, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3645.0, "ebshear": 8.0, "srh01": 23.0, "maxllaz": 0.005, "mesh": 0.14, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 36.4436 }, { "name": "alignment", "value": 2.4567 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0557 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.1884608268737793, "torsion": 0.0, "alignment": 2.4566707611083984, "S_field": 0.49020126461982727, "Gamma_field": 0.3278214633464813, "S_over_Gamma": 1.4953299760818481, "Da": 19.80146026611328, "E_coh": 0.9018842577934265, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.37, 24.92 ], [ -81.32, 24.92 ], [ -81.29, 24.88 ], [ -81.29, 24.84 ], [ -81.27, 24.82 ], [ -81.27, 24.81 ], [ -81.28, 24.82 ], [ -81.3, 24.82 ], [ -81.32, 24.8 ], [ -81.33, 24.76 ], [ -81.36, 24.76 ], [ -81.37, 24.75 ], [ -81.38, 24.73 ], [ -81.36, 24.69 ], [ -81.42, 24.7 ], [ -81.47, 24.67 ], [ -81.52, 24.66 ], [ -81.55, 24.62 ], [ -81.61, 24.63 ], [ -81.64, 24.66 ], [ -81.63, 24.68 ], [ -81.67, 24.72 ], [ -81.67, 24.73 ], [ -81.69, 24.74 ], [ -81.66, 24.74 ], [ -81.65, 24.73 ], [ -81.58, 24.73 ], [ -81.57, 24.75 ], [ -81.54, 24.77 ], [ -81.51, 24.77 ], [ -81.5, 24.78 ], [ -81.42, 24.78 ], [ -81.37, 24.85 ], [ -81.37, 24.87 ], [ -81.36, 24.88 ], [ -81.37, 24.89 ], [ -81.37, 24.92 ] ] ] }, "raw_probability": 0.0557, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "69c740b520345d5e8a3985ce3d1dbcf643d9b23ffbd79bab1160b98ea9af5e1e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0557, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "118ec3ede2e5975b6aa88a733cab4691c5e528914c2238ebbbeb1a243a8e1e76", "signature": { "alg": "ed25519", "sig": "1757107379a65b0a7640224ea3b010aa0730072fe2e7d2280296b9c56e84d47ce4d1040b1b4861c6da65da17df66f277de3b59131bb73e8563f7b70cdd1ed70e" } }, "receipt_sha256": "118ec3ede2e5975b6aa88a733cab4691c5e528914c2238ebbbeb1a243a8e1e76" }, { "storm_id": "372186", "lat": 43.584, "lon": -75.055, "motion_east": 7.3, "motion_south": -4.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1133.0, "ebshear": 35.0, "srh01": 20.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 27.4436 }, { "name": "alignment", "value": 4.5604 }, { "name": "tau", "value": 1.8706 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0555 }, "coherence_score": 1.87056565284729, "coherence_diagnostics": { "tau": 1.87056565284729, "grad_tau": 0.1423131823539734, "torsion": 0.0, "alignment": 4.560428142547607, "S_field": 0.4364032745361328, "Gamma_field": 0.28865480422973633, "S_over_Gamma": 1.5118517875671387, "Da": 16.069385528564453, "E_coh": 0.8076745867729187, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.06, 43.63 ], [ -75.03, 43.63 ], [ -75.01, 43.61 ], [ -75.02, 43.59 ], [ -75.02, 43.56 ], [ -75.06, 43.53 ], [ -75.09, 43.53 ], [ -75.1, 43.54 ], [ -75.1, 43.59 ], [ -75.06, 43.63 ] ] ] }, "raw_probability": 0.0555, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0555, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d92b98d836b5154479a4b3cf050a0f12d6718bbccf87d2b4b4b6112fbe78bf3", "signature": { "alg": "ed25519", "sig": "a95ca3438eb2293c0aded2b1b373312d8d3f1be9de08e715029a6c2ed887dde1e0daec13639b114068247abc945707bd0ed08c3b1cd4c9d70933bee0d11ebc0f" } }, "receipt_sha256": "5d92b98d836b5154479a4b3cf050a0f12d6718bbccf87d2b4b4b6112fbe78bf3" }, { "storm_id": "372505", "lat": 26.7164, "lon": -81.2157, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2584.0, "ebshear": 11.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 49.4436 }, { "name": "alignment", "value": 0.2657 }, { "name": "tau", "value": 2.1223 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0555 }, "coherence_score": 2.1223177909851074, "coherence_diagnostics": { "tau": 2.1223177909851074, "grad_tau": 0.7462929487228394, "torsion": 0.0, "alignment": 0.2657395005226135, "S_field": 0.6992464065551758, "Gamma_field": 0.25865480303764343, "S_over_Gamma": 2.7033960819244385, "Da": 16.15705108642578, "E_coh": 0.9777073264122009, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.26, 26.77 ], [ -81.25, 26.76 ], [ -81.23, 26.76 ], [ -81.24, 26.72 ], [ -81.22, 26.7 ], [ -81.21, 26.7 ], [ -81.19, 26.72 ], [ -81.17, 26.72 ], [ -81.13, 26.7 ], [ -81.13, 26.68 ], [ -81.23, 26.68 ], [ -81.24, 26.67 ], [ -81.26, 26.68 ], [ -81.26, 26.77 ] ] ] }, "raw_probability": 0.0555, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0555, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d92b98d836b5154479a4b3cf050a0f12d6718bbccf87d2b4b4b6112fbe78bf3", "signature": { "alg": "ed25519", "sig": "a95ca3438eb2293c0aded2b1b373312d8d3f1be9de08e715029a6c2ed887dde1e0daec13639b114068247abc945707bd0ed08c3b1cd4c9d70933bee0d11ebc0f" } }, "receipt_sha256": "5d92b98d836b5154479a4b3cf050a0f12d6718bbccf87d2b4b4b6112fbe78bf3" }, { "storm_id": "372394", "lat": 43.8409, "lon": -75.8427, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1263.0, "ebshear": 36.0, "srh01": 5.0, "maxllaz": 0.007, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 4.1956 }, { "name": "tau", "value": 1.8916 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0551 }, "coherence_score": 1.8915696144104004, "coherence_diagnostics": { "tau": 1.8915696144104004, "grad_tau": 0.12047816067934036, "torsion": 0.0, "alignment": 4.195550918579102, "S_field": 0.520590603351593, "Gamma_field": 0.18448811769485474, "S_over_Gamma": 2.8218109607696533, "Da": 9.854848861694336, "E_coh": 0.8731576800346375, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.86, 43.88 ], [ -75.81, 43.88 ], [ -75.8, 43.87 ], [ -75.79, 43.82 ], [ -75.81, 43.79 ], [ -75.85, 43.79 ], [ -75.87, 43.8 ], [ -75.88, 43.83 ], [ -75.87, 43.84 ], [ -75.87, 43.87 ], [ -75.86, 43.88 ] ] ] }, "raw_probability": 0.0551, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0551, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e26658dd018fcac3e577e78c3e104738b32e4dc5832b65822bd70da5ce89d29d", "signature": { "alg": "ed25519", "sig": "f56489a25df681c0ff45d047869ddabd8054cb87bb46dbe6f543a20a7c46c083396708140a74d176f86ae2f3782b16a419b1fc70c88d3fc8f6ac4e30b9d88d0e" } }, "receipt_sha256": "e26658dd018fcac3e577e78c3e104738b32e4dc5832b65822bd70da5ce89d29d" }, { "storm_id": "372432", "lat": 34.0044, "lon": -78.5767, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3716.0, "ebshear": 28.0, "srh01": 13.0, "maxllaz": 0.007, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 36.0686 }, { "name": "alignment", "value": 0.8906 }, { "name": "tau", "value": 2.3003 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0551 }, "coherence_score": 2.3002796173095703, "coherence_diagnostics": { "tau": 2.3002796173095703, "grad_tau": 0.47246962785720825, "torsion": 0.0, "alignment": 0.8905967473983765, "S_field": 0.6401146650314331, "Gamma_field": 0.4269881248474121, "S_over_Gamma": 1.4991393089294434, "Da": 26.46833038330078, "E_coh": 0.928989052772522, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.6, 34.06 ], [ -78.57, 34.06 ], [ -78.53, 34.04 ], [ -78.53, 33.97 ], [ -78.54, 33.96 ], [ -78.6, 33.95 ], [ -78.6, 33.96 ], [ -78.62, 33.98 ], [ -78.6, 34.06 ] ] ] }, "raw_probability": 0.0551, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0551, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e26658dd018fcac3e577e78c3e104738b32e4dc5832b65822bd70da5ce89d29d", "signature": { "alg": "ed25519", "sig": "f56489a25df681c0ff45d047869ddabd8054cb87bb46dbe6f543a20a7c46c083396708140a74d176f86ae2f3782b16a419b1fc70c88d3fc8f6ac4e30b9d88d0e" } }, "receipt_sha256": "e26658dd018fcac3e577e78c3e104738b32e4dc5832b65822bd70da5ce89d29d" }, { "storm_id": "372293", "lat": 47.37, "lon": -110.2913, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1162.0, "ebshear": 23.0, "srh01": 8.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 17.5686 }, { "name": "alignment", "value": -1.6154 }, { "name": "tau", "value": 0.6678 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0546 }, "coherence_score": 0.667789101600647, "coherence_diagnostics": { "tau": 0.667789101600647, "grad_tau": 0.06503962725400925, "torsion": 0.0, "alignment": -1.6153783798217773, "S_field": 0.43994036316871643, "Gamma_field": 0.3044881522655487, "S_over_Gamma": 1.4448521137237549, "Da": 17.700345993041992, "E_coh": 0.6621707677841187, "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": [ [ [ -110.29, 47.43 ], [ -110.25, 47.42 ], [ -110.25, 47.41 ], [ -110.23, 47.39 ], [ -110.24, 47.38 ], [ -110.24, 47.35 ], [ -110.25, 47.34 ], [ -110.28, 47.34 ], [ -110.29, 47.33 ], [ -110.33, 47.33 ], [ -110.34, 47.32 ], [ -110.36, 47.32 ], [ -110.35, 47.34 ], [ -110.36, 47.37 ], [ -110.31, 47.42 ], [ -110.29, 47.43 ] ] ] }, "raw_probability": 0.0546, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5dcb291ac831a9b35d07beddaa30609f0986629176a3948ddeed1b3491ec04cf", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0546, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6658f642f6f50bbff829304840fe942c3f26af62276cb2a5c05aa4e4c92d9426", "signature": { "alg": "ed25519", "sig": "50f3d62c6f65806f06cdbd7161e01eb8fa69a5964f957c50f6c7b2341c4309d321b974419f34d35664e5e682f1238418f20fa670a716011afc9bed035141e506" } }, "receipt_sha256": "6658f642f6f50bbff829304840fe942c3f26af62276cb2a5c05aa4e4c92d9426" }, { "storm_id": "372364", "lat": 25.823, "lon": -80.815, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3335.0, "ebshear": 16.0, "srh01": 42.0, "maxllaz": 0.004, "mesh": 0.46, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 39.0686 }, { "name": "alignment", "value": 1.0322 }, { "name": "tau", "value": 1.333 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0546 }, "coherence_score": 1.3330435752868652, "coherence_diagnostics": { "tau": 1.3330435752868652, "grad_tau": 1.0764801502227783, "torsion": 0.0, "alignment": 1.032207727432251, "S_field": 0.942107617855072, "Gamma_field": 0.21282145380973816, "S_over_Gamma": 4.426751136779785, "Da": 12.91088581085205, "E_coh": 0.9664218425750732, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.84, 25.86 ], [ -80.79, 25.86 ], [ -80.77, 25.84 ], [ -80.78, 25.82 ], [ -80.78, 25.79 ], [ -80.79, 25.78 ], [ -80.84, 25.78 ], [ -80.86, 25.8 ], [ -80.86, 25.84 ], [ -80.84, 25.86 ] ] ] }, "raw_probability": 0.0546, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5dcb291ac831a9b35d07beddaa30609f0986629176a3948ddeed1b3491ec04cf", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0546, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6658f642f6f50bbff829304840fe942c3f26af62276cb2a5c05aa4e4c92d9426", "signature": { "alg": "ed25519", "sig": "50f3d62c6f65806f06cdbd7161e01eb8fa69a5964f957c50f6c7b2341c4309d321b974419f34d35664e5e682f1238418f20fa670a716011afc9bed035141e506" } }, "receipt_sha256": "6658f642f6f50bbff829304840fe942c3f26af62276cb2a5c05aa4e4c92d9426" }, { "storm_id": "372407", "lat": 31.1191, "lon": -90.7955, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3354.0, "ebshear": 12.0, "srh01": 6.0, "maxllaz": 0.008, "mesh": 0.83, "flash_rate": 16.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 40.1936 }, { "name": "alignment", "value": 1.2525 }, { "name": "tau", "value": 2.0137 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0541 }, "coherence_score": 2.0136899948120117, "coherence_diagnostics": { "tau": 2.0136899948120117, "grad_tau": 0.5778269171714783, "torsion": 0.0, "alignment": 1.252522349357605, "S_field": 0.8474556803703308, "Gamma_field": 0.5436547994613647, "S_over_Gamma": 1.558812141418457, "Da": 34.02853012084961, "E_coh": 0.9469738006591797, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.83, 31.17 ], [ -90.79, 31.17 ], [ -90.75, 31.13 ], [ -90.75, 31.11 ], [ -90.74, 31.1 ], [ -90.75, 31.08 ], [ -90.77, 31.07 ], [ -90.82, 31.07 ], [ -90.86, 31.1 ], [ -90.86, 31.14 ], [ -90.83, 31.17 ] ] ] }, "raw_probability": 0.0541, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0541, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "06f0ca389f07590210c7a7d66ca0c555a55c3aed23d4843269333d3db335947e", "signature": { "alg": "ed25519", "sig": "92ce44fdd1599ce3932bfb4ebf0f56f6b7dd22a11c1edccec18dc3c25efe2a8a28f6e8a3bb05345542f3a1a94c57d6fe418e6b774d499a6c45d3ff0d0e1bba02" } }, "receipt_sha256": "06f0ca389f07590210c7a7d66ca0c555a55c3aed23d4843269333d3db335947e" }, { "storm_id": "372280", "lat": 34.4236, "lon": -112.3736, "motion_east": 3.6, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 601.0, "ebshear": 22.0, "srh01": 32.0, "maxllaz": 0.004, "mesh": 0.45, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 29.6936 }, { "name": "alignment", "value": 0.7834 }, { "name": "tau", "value": 0.3862 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0538 }, "coherence_score": 0.3862442970275879, "coherence_diagnostics": { "tau": 0.3862442970275879, "grad_tau": 0.21710745990276337, "torsion": 0.0, "alignment": 0.7834084630012512, "S_field": 0.17211459577083588, "Gamma_field": 1.0228214263916016, "S_over_Gamma": 0.16827432811260223, "Da": 63.76630401611328, "E_coh": 0.6781629920005798, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.38, 34.53 ], [ -112.32, 34.53 ], [ -112.3, 34.51 ], [ -112.28, 34.47 ], [ -112.28, 34.44 ], [ -112.27, 34.43 ], [ -112.27, 34.39 ], [ -112.29, 34.35 ], [ -112.33, 34.34 ], [ -112.33, 34.35 ], [ -112.36, 34.38 ], [ -112.38, 34.38 ], [ -112.41, 34.36 ], [ -112.44, 34.36 ], [ -112.45, 34.35 ], [ -112.5, 34.37 ], [ -112.51, 34.41 ], [ -112.48, 34.44 ], [ -112.44, 34.44 ], [ -112.41, 34.47 ], [ -112.41, 34.49 ], [ -112.38, 34.53 ] ] ] }, "raw_probability": 0.0538, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d973d78f22c14c1b781411a5a125978de66134aa3a57440f4fbd79380a587611", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0538, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "875e090b0eb404e833030fabbc7210c6f3200018a2b574385acbd6f325e22445", "signature": { "alg": "ed25519", "sig": "032977c23b3b0eaa294179483a352e785a6618b6e1b27ee31a93a16f2da0b9ed445820524e18fa56abd3d5dccc2d6cf7957d92bbf7efd9118edf1c49c4521c05" } }, "receipt_sha256": "875e090b0eb404e833030fabbc7210c6f3200018a2b574385acbd6f325e22445" }, { "storm_id": "372438", "lat": 26.8831, "lon": -80.9725, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2722.0, "ebshear": 12.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.2, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 49.4436 }, { "name": "alignment", "value": 0.2657 }, { "name": "tau", "value": 2.1223 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0534 }, "coherence_score": 2.1223177909851074, "coherence_diagnostics": { "tau": 2.1223177909851074, "grad_tau": 0.7462929487228394, "torsion": 0.0, "alignment": 0.2657395005226135, "S_field": 0.6992464065551758, "Gamma_field": 0.25865480303764343, "S_over_Gamma": 2.7033960819244385, "Da": 16.15705108642578, "E_coh": 0.9777073264122009, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.99, 26.97 ], [ -80.93, 26.96 ], [ -80.93, 26.94 ], [ -80.92, 26.93 ], [ -80.92, 26.84 ], [ -80.93, 26.84 ], [ -80.94, 26.82 ], [ -80.96, 26.81 ], [ -80.97, 26.82 ], [ -81.01, 26.82 ], [ -81.01, 26.83 ], [ -81.03, 26.85 ], [ -81.02, 26.87 ], [ -81.02, 26.91 ], [ -80.99, 26.95 ], [ -80.99, 26.97 ] ] ] }, "raw_probability": 0.0534, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0534, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ce088387670dc25ba0b5110cb7eff2075fca6644a10186d331f54e0cd3d81e0", "signature": { "alg": "ed25519", "sig": "788ec3d994616a2f89c395eaddff5647b52915fab86749a6689aa33e9e03b9d01ffd0899c86f4cede50be3d9faa48227811f4d5c349b32a39accce56bb183200" } }, "receipt_sha256": "3ce088387670dc25ba0b5110cb7eff2075fca6644a10186d331f54e0cd3d81e0" }, { "storm_id": "372192", "lat": 34.2667, "lon": -77.9083, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3797.0, "ebshear": 28.0, "srh01": 26.0, "maxllaz": 0.003, "mesh": 0.41, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 32.1936 }, { "name": "alignment", "value": 0.8619 }, { "name": "tau", "value": 2.795 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0529 }, "coherence_score": 2.794962167739868, "coherence_diagnostics": { "tau": 2.794962167739868, "grad_tau": 0.6778998374938965, "torsion": 0.0, "alignment": 0.8619394898414612, "S_field": 0.8955360054969788, "Gamma_field": 0.3344881534576416, "S_over_Gamma": 2.6773324012756348, "Da": 20.57669448852539, "E_coh": 0.9477587938308716, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.96, 34.3 ], [ -77.93, 34.3 ], [ -77.92, 34.29 ], [ -77.87, 34.29 ], [ -77.85, 34.28 ], [ -77.85, 34.22 ], [ -77.86, 34.21 ], [ -77.9, 34.21 ], [ -77.9, 34.24 ], [ -77.94, 34.28 ], [ -77.96, 34.28 ], [ -77.96, 34.3 ] ] ] }, "raw_probability": 0.0529, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0529, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f45e07e52978538d88a52d5d26241c0975875539cbe8fa121d8f21b0eba34c74", "signature": { "alg": "ed25519", "sig": "b0a288adfd953e6bf9a494a9b57b198e589d65ab97bd601b5d7460ccc3a934eea9ced707e45bb686f3917e7ec4a624bacf282585dfb82ba78a6afac6d17d4b07" } }, "receipt_sha256": "f45e07e52978538d88a52d5d26241c0975875539cbe8fa121d8f21b0eba34c74" }, { "storm_id": "372521", "lat": 40.4508, "lon": -78.0392, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 979.0, "ebshear": 30.0, "srh01": 22.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 20.4436 }, { "name": "alignment", "value": 1.5679 }, { "name": "tau", "value": 1.1942 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0527 }, "coherence_score": 1.1941925287246704, "coherence_diagnostics": { "tau": 1.1941925287246704, "grad_tau": 0.14142073690891266, "torsion": 0.0, "alignment": 1.5679192543029785, "S_field": 0.2272729128599167, "Gamma_field": 0.33532148599624634, "S_over_Gamma": 0.6777761578559875, "Da": 18.657258987426758, "E_coh": 0.3454512655735016, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.07, 40.49 ], [ -78.04, 40.49 ], [ -78.03, 40.46 ], [ -78.01, 40.44 ], [ -77.99, 40.45 ], [ -77.99, 40.42 ], [ -78.01, 40.43 ], [ -78.05, 40.43 ], [ -78.06, 40.42 ], [ -78.08, 40.44 ], [ -78.07, 40.45 ], [ -78.07, 40.49 ] ] ] }, "raw_probability": 0.0527, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0527, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "229a3c7dff6a67f71e08e50a9cf703eb00efaedc91ed5106cc8c1f1e84652070", "signature": { "alg": "ed25519", "sig": "4981517beac12453b0f1b27dcaa469d5d19b18a659cd1755845712a660910f8e77f26586517d017027e5f22a7e82748ad96cd22879c12460a4ea88f9bd169708" } }, "receipt_sha256": "229a3c7dff6a67f71e08e50a9cf703eb00efaedc91ed5106cc8c1f1e84652070" }, { "storm_id": "372490", "lat": 39.9029, "lon": -76.8043, "motion_east": 7.0, "motion_south": 2.3, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1041.0, "ebshear": 37.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 17.9436 }, { "name": "alignment", "value": 1.6366 }, { "name": "tau", "value": 1.0925 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0526 }, "coherence_score": 1.0925235748291016, "coherence_diagnostics": { "tau": 1.0925235748291016, "grad_tau": 0.1534610390663147, "torsion": 0.0, "alignment": 1.636606216430664, "S_field": 0.13082125782966614, "Gamma_field": 0.3269881308078766, "S_over_Gamma": 0.40007951855659485, "Da": 17.98088836669922, "E_coh": 0.31292906403541565, "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": [ [ [ -76.78, 39.95 ], [ -76.77, 39.94 ], [ -76.77, 39.89 ], [ -76.76, 39.87 ], [ -76.81, 39.87 ], [ -76.83, 39.85 ], [ -76.86, 39.84 ], [ -76.85, 39.93 ], [ -76.82, 39.93 ], [ -76.82, 39.9 ], [ -76.81, 39.89 ], [ -76.8, 39.9 ], [ -76.8, 39.93 ], [ -76.78, 39.95 ] ] ] }, "raw_probability": 0.0526, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0526, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b5f1c4789ec7e6f6b0dc39fc8e13d070792447969ea1d97d2eefafa488a80462", "signature": { "alg": "ed25519", "sig": "4fa59a191ca675d213b5964e5f97a46478a90c8330f01ff5540880a257ce5bc73e36b0bf2c43215d32f483825aa69b9420dd368a4e329122932cafb47227a90c" } }, "receipt_sha256": "b5f1c4789ec7e6f6b0dc39fc8e13d070792447969ea1d97d2eefafa488a80462" }, { "storm_id": "371081", "lat": 25.3233, "lon": -81.0078, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3026.0, "ebshear": 9.0, "srh01": 17.0, "maxllaz": 0.002, "mesh": 0.33, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 36.4436 }, { "name": "alignment", "value": 2.4567 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0523 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.1884608268737793, "torsion": 0.0, "alignment": 2.4566707611083984, "S_field": 0.49020126461982727, "Gamma_field": 0.3278214633464813, "S_over_Gamma": 1.4953299760818481, "Da": 19.80146026611328, "E_coh": 0.9018842577934265, "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": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.02, 25.36 ], [ -80.97, 25.36 ], [ -80.96, 25.35 ], [ -80.96, 25.32 ], [ -81.0, 25.27 ], [ -81.04, 25.27 ], [ -81.05, 25.29 ], [ -81.05, 25.33 ], [ -81.02, 25.36 ] ] ] }, "raw_probability": 0.0523, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0523, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3510b6e67e775f1fccdd23737d23767656d03d782b2a8de41d8c3a731e2b1ffd", "signature": { "alg": "ed25519", "sig": "e0f7678d0a6e8f4aefb215bd06ca32502d420e14fc3334993092e0f247e567b6f90bec10c76d8f85159b94570fb8b71273efb16499e550b5d50db6379527b002" } }, "receipt_sha256": "3510b6e67e775f1fccdd23737d23767656d03d782b2a8de41d8c3a731e2b1ffd" }, { "storm_id": "372169", "lat": 41.8867, "lon": -81.7692, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1012.0, "ebshear": 19.0, "srh01": 26.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 20.8186 }, { "name": "alignment", "value": 1.1499 }, { "name": "tau", "value": 0.9665 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0522 }, "coherence_score": 0.9664688110351562, "coherence_diagnostics": { "tau": 0.9664688110351562, "grad_tau": 0.05952499806880951, "torsion": 0.0, "alignment": 1.1498546600341797, "S_field": 0.29193341732025146, "Gamma_field": 0.2736547887325287, "S_over_Gamma": 1.066794514656067, "Da": 16.361003875732422, "E_coh": 0.4383883774280548, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.79, 41.93 ], [ -81.74, 41.93 ], [ -81.73, 41.92 ], [ -81.72, 41.89 ], [ -81.74, 41.85 ], [ -81.76, 41.85 ], [ -81.77, 41.84 ], [ -81.8, 41.85 ], [ -81.79, 41.86 ], [ -81.8, 41.87 ], [ -81.8, 41.92 ], [ -81.79, 41.93 ] ] ] }, "raw_probability": 0.0522, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0522, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "24435413721a60ba04b10c2f0b14ee0c6a1083a0d42b6c5cf995e808b2f9b796", "signature": { "alg": "ed25519", "sig": "dee975a9c034717a220ce61ce03b3b1a576a752d0dd7e6c9ba1ceecc9a0addbca4b3dcb40114c9fd034bd65603d73afad88b1c05be9cc37c4482fce548de0e0a" } }, "receipt_sha256": "24435413721a60ba04b10c2f0b14ee0c6a1083a0d42b6c5cf995e808b2f9b796" }, { "storm_id": "372402", "lat": 39.8245, "lon": -108.0327, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 927.0, "ebshear": 20.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.36, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 20.5686 }, { "name": "alignment", "value": 4.8515 }, { "name": "tau", "value": 0.5802 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0516 }, "coherence_score": 0.5802024602890015, "coherence_diagnostics": { "tau": 0.5802024602890015, "grad_tau": 0.05839717760682106, "torsion": 0.0, "alignment": 4.8515238761901855, "S_field": 0.45763930678367615, "Gamma_field": 0.5528214573860168, "S_over_Gamma": 0.8278247714042664, "Da": 32.4986572265625, "E_coh": 0.736929178237915, "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": [ [ [ -108.04, 39.86 ], [ -108.02, 39.86 ], [ -108.01, 39.85 ], [ -108.01, 39.83 ], [ -108.0, 39.82 ], [ -108.0, 39.8 ], [ -108.01, 39.79 ], [ -108.07, 39.79 ], [ -108.08, 39.8 ], [ -108.08, 39.81 ], [ -108.04, 39.86 ] ] ] }, "raw_probability": 0.0516, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0516, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f37310401c70dac48bd1e3981ae076434f0f418d4d3d6b88ceddd1a8e8c9b885", "signature": { "alg": "ed25519", "sig": "74c91ebb676c3f1e0433ea841796407646ce6a5039918492066bdba650665db64a5b96bba3197cc5aee5559d816a3c67aee7e8cc580b0fb50ad638bafabc9c00" } }, "receipt_sha256": "f37310401c70dac48bd1e3981ae076434f0f418d4d3d6b88ceddd1a8e8c9b885" }, { "storm_id": "372138", "lat": 37.8179, "lon": -106.3479, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 448.0, "ebshear": 21.0, "srh01": 27.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 20.6936 }, { "name": "alignment", "value": 0.4576 }, { "name": "tau", "value": 0.4352 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0513 }, "coherence_score": 0.4351978600025177, "coherence_diagnostics": { "tau": 0.4351978600025177, "grad_tau": 0.03294387087225914, "torsion": 0.0, "alignment": 0.4576263427734375, "S_field": 0.2910628020763397, "Gamma_field": 0.57365483045578, "S_over_Gamma": 0.5073831677436829, "Da": 34.176795959472656, "E_coh": 0.9105489253997803, "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": [ [ [ -106.35, 37.87 ], [ -106.33, 37.87 ], [ -106.32, 37.86 ], [ -106.3, 37.87 ], [ -106.29, 37.86 ], [ -106.28, 37.84 ], [ -106.29, 37.8 ], [ -106.37, 37.72 ], [ -106.41, 37.72 ], [ -106.42, 37.73 ], [ -106.42, 37.76 ], [ -106.37, 37.83 ], [ -106.37, 37.85 ], [ -106.35, 37.87 ] ] ] }, "raw_probability": 0.0513, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0513, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8b40e4ab4a4a18a9cf4e00a49a5ad2334a0727208e941f6be2fe6e48efe368dc", "signature": { "alg": "ed25519", "sig": "b99d916f58c6c38141016cc3efc257ca00fefb68d9eb89e15a94e7e32f3ece7e082a5c5b8cbfe5b78ffcfc70a5481ed2c522f21fce25c3f46c2f2a822745f70a" } }, "receipt_sha256": "8b40e4ab4a4a18a9cf4e00a49a5ad2334a0727208e941f6be2fe6e48efe368dc" }, { "storm_id": "371976", "lat": 44.4271, "lon": -104.0879, "motion_east": 0.5, "motion_south": 2.1, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1293.0, "ebshear": 26.0, "srh01": 22.0, "maxllaz": 0.002, "mesh": 0.81, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 23.5686 }, { "name": "alignment", "value": -3.272 }, { "name": "tau", "value": 0.4854 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0509 }, "coherence_score": 0.48542577028274536, "coherence_diagnostics": { "tau": 0.48542577028274536, "grad_tau": 0.09110294282436371, "torsion": 0.0, "alignment": -3.2719616889953613, "S_field": 0.1315365880727768, "Gamma_field": 0.5886548161506653, "S_over_Gamma": 0.2234528362751007, "Da": 33.316524505615234, "E_coh": 0.3688034117221832, "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": [ [ [ -104.1, 44.48 ], [ -104.02, 44.48 ], [ -103.98, 44.44 ], [ -103.98, 44.39 ], [ -103.99, 44.37 ], [ -104.01, 44.36 ], [ -104.14, 44.36 ], [ -104.16, 44.38 ], [ -104.16, 44.42 ], [ -104.17, 44.43 ], [ -104.17, 44.45 ], [ -104.14, 44.47 ], [ -104.11, 44.47 ], [ -104.1, 44.48 ] ] ] }, "raw_probability": 0.0509, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0509, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "43eac6d98581100a86fec1d5d51f384f1aa81b85ea4e8525078aaf323956abb6", "signature": { "alg": "ed25519", "sig": "677ffe494de8fbc4a36247d31e9728d025b1d87734a8223a819e4d4f7437a51019b21a5a8c8528f4d9f61d9ba919d8959ca0cad6cda664f1999948906b5a5604" } }, "receipt_sha256": "43eac6d98581100a86fec1d5d51f384f1aa81b85ea4e8525078aaf323956abb6" }, { "storm_id": "371936", "lat": 43.623, "lon": -75.931, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1130.0, "ebshear": 34.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 29.6936 }, { "name": "alignment", "value": 2.2901 }, { "name": "tau", "value": 1.7836 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0507 }, "coherence_score": 1.7835907936096191, "coherence_diagnostics": { "tau": 1.7835907936096191, "grad_tau": 0.16315588355064392, "torsion": 0.0, "alignment": 2.2900712490081787, "S_field": 0.4117885231971741, "Gamma_field": 0.23782145977020264, "S_over_Gamma": 1.7315027713775635, "Da": 12.736665725708008, "E_coh": 0.706441342830658, "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": [ [ [ -75.95, 43.66 ], [ -75.92, 43.66 ], [ -75.9, 43.65 ], [ -75.9, 43.6 ], [ -75.89, 43.59 ], [ -75.91, 43.58 ], [ -75.95, 43.58 ], [ -75.97, 43.6 ], [ -75.97, 43.65 ], [ -75.95, 43.66 ] ] ] }, "raw_probability": 0.0507, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0507, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4f8857951431e61f3226c33f0b81e1a82cf01cbbd0c085836a6c5977497f54ac", "signature": { "alg": "ed25519", "sig": "a34337f24a9daca5908c9074ddcf17f25c67ed43c709b49b82159a42aa76e2e738095981a0a611efc391fe64ab5caf845cb7984e8b4e1c5ecade9e5d35f3440d" } }, "receipt_sha256": "4f8857951431e61f3226c33f0b81e1a82cf01cbbd0c085836a6c5977497f54ac" }, { "storm_id": "372489", "lat": 40.414, "lon": -110.589, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 775.0, "ebshear": 21.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 18.8186 }, { "name": "alignment", "value": 4.1913 }, { "name": "tau", "value": 0.5344 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0507 }, "coherence_score": 0.5344458818435669, "coherence_diagnostics": { "tau": 0.5344458818435669, "grad_tau": 0.0790579542517662, "torsion": 0.0, "alignment": 4.191309928894043, "S_field": 0.4198719263076782, "Gamma_field": 0.7028214335441589, "S_over_Gamma": 0.5974091291427612, "Da": 42.73735809326172, "E_coh": 0.716037929058075, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.61, 40.46 ], [ -110.56, 40.45 ], [ -110.54, 40.43 ], [ -110.54, 40.37 ], [ -110.57, 40.35 ], [ -110.61, 40.37 ], [ -110.61, 40.4 ], [ -110.62, 40.41 ], [ -110.62, 40.44 ], [ -110.61, 40.46 ] ] ] }, "raw_probability": 0.0507, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0507, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4f8857951431e61f3226c33f0b81e1a82cf01cbbd0c085836a6c5977497f54ac", "signature": { "alg": "ed25519", "sig": "a34337f24a9daca5908c9074ddcf17f25c67ed43c709b49b82159a42aa76e2e738095981a0a611efc391fe64ab5caf845cb7984e8b4e1c5ecade9e5d35f3440d" } }, "receipt_sha256": "4f8857951431e61f3226c33f0b81e1a82cf01cbbd0c085836a6c5977497f54ac" }, { "storm_id": "372528", "lat": 34.6356, "lon": -112.3167, "motion_east": 3.7, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 684.0, "ebshear": 21.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 29.6936 }, { "name": "alignment", "value": 0.7834 }, { "name": "tau", "value": 0.3862 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0507 }, "coherence_score": 0.3862442970275879, "coherence_diagnostics": { "tau": 0.3862442970275879, "grad_tau": 0.21710745990276337, "torsion": 0.0, "alignment": 0.7834084630012512, "S_field": 0.17211459577083588, "Gamma_field": 1.0228214263916016, "S_over_Gamma": 0.16827432811260223, "Da": 63.76630401611328, "E_coh": 0.6781629920005798, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.31, 34.66 ], [ -112.28, 34.66 ], [ -112.28, 34.62 ], [ -112.3, 34.62 ], [ -112.31, 34.61 ], [ -112.36, 34.61 ], [ -112.36, 34.64 ], [ -112.34, 34.64 ], [ -112.31, 34.66 ] ] ] }, "raw_probability": 0.0507, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0507, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4f8857951431e61f3226c33f0b81e1a82cf01cbbd0c085836a6c5977497f54ac", "signature": { "alg": "ed25519", "sig": "a34337f24a9daca5908c9074ddcf17f25c67ed43c709b49b82159a42aa76e2e738095981a0a611efc391fe64ab5caf845cb7984e8b4e1c5ecade9e5d35f3440d" } }, "receipt_sha256": "4f8857951431e61f3226c33f0b81e1a82cf01cbbd0c085836a6c5977497f54ac" }, { "storm_id": "372036", "lat": 27.1782, "lon": -82.8065, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1951.0, "ebshear": 15.0, "srh01": 22.0, "maxllaz": 0.005, "mesh": 0.13, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 51.4436 }, { "name": "alignment", "value": 1.4561 }, { "name": "tau", "value": 3.2106 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0498 }, "coherence_score": 3.210585832595825, "coherence_diagnostics": { "tau": 3.210585832595825, "grad_tau": 0.6305363774299622, "torsion": 0.0, "alignment": 1.456084966659546, "S_field": 1.2022218704223633, "Gamma_field": 0.21032144129276276, "S_over_Gamma": 5.716116428375244, "Da": 13.204177856445312, "E_coh": 0.9743388891220093, "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": [ [ [ -82.84, 27.31 ], [ -82.79, 27.31 ], [ -82.72, 27.24 ], [ -82.72, 27.17 ], [ -82.74, 27.14 ], [ -82.75, 27.1 ], [ -82.77, 27.08 ], [ -82.81, 27.08 ], [ -82.83, 27.09 ], [ -82.83, 27.11 ], [ -82.84, 27.12 ], [ -82.83, 27.13 ], [ -82.84, 27.14 ], [ -82.84, 27.19 ], [ -82.86, 27.22 ], [ -82.86, 27.29 ], [ -82.84, 27.31 ] ] ] }, "raw_probability": 0.0498, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0498, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fdeb7f1c626bf4894d05e7411e8bfee6fbe6131571e4a417baa56e2993b9c02d", "signature": { "alg": "ed25519", "sig": "377788124fcadc4387c3dde6b61bd610d47104809797fd950f38be2a5f256a104f8593946fa69765e80a137416dc8b94d05d1cef386e1ec0809caeba0159a901" } }, "receipt_sha256": "fdeb7f1c626bf4894d05e7411e8bfee6fbe6131571e4a417baa56e2993b9c02d" }, { "storm_id": "372094", "lat": 27.1021, "lon": -82.5156, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2760.0, "ebshear": 14.0, "srh01": 25.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 52.4436 }, { "name": "alignment", "value": -0.2004 }, { "name": "tau", "value": 2.3035 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0497 }, "coherence_score": 2.303464889526367, "coherence_diagnostics": { "tau": 2.303464889526367, "grad_tau": 0.8877369165420532, "torsion": 0.0, "alignment": -0.20042526721954346, "S_field": 0.8405162692070007, "Gamma_field": 0.2069881111383438, "S_over_Gamma": 4.060698509216309, "Da": 12.893383026123047, "E_coh": 0.9588618874549866, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.51, 27.17 ], [ -82.5, 27.17 ], [ -82.49, 27.17 ], [ -82.48, 27.17 ], [ -82.47, 27.17 ], [ -82.46, 27.17 ], [ -82.45, 27.16 ], [ -82.44, 27.16 ], [ -82.44, 27.15 ], [ -82.43, 27.14 ], [ -82.42, 27.14 ], [ -82.41, 27.13 ], [ -82.4, 27.12 ], [ -82.39, 27.11 ], [ -82.4, 27.1 ], [ -82.41, 27.09 ], [ -82.42, 27.08 ], [ -82.43, 27.08 ], [ -82.44, 27.09 ], [ -82.45, 27.09 ], [ -82.46, 27.09 ], [ -82.47, 27.09 ], [ -82.48, 27.08 ], [ -82.49, 27.08 ], [ -82.5, 27.08 ], [ -82.51, 27.09 ], [ -82.52, 27.1 ], [ -82.53, 27.1 ], [ -82.54, 27.1 ], [ -82.55, 27.09 ], [ -82.56, 27.08 ], [ -82.56, 27.07 ], [ -82.56, 27.06 ], [ -82.57, 27.06 ], [ -82.58, 27.06 ], [ -82.59, 27.05 ], [ -82.6, 27.05 ], [ -82.61, 27.05 ], [ -82.62, 27.05 ], [ -82.63, 27.05 ], [ -82.63, 27.06 ], [ -82.62, 27.06 ], [ -82.61, 27.06 ], [ -82.6, 27.06 ], [ -82.59, 27.06 ], [ -82.58, 27.06 ], [ -82.57, 27.07 ], [ -82.57, 27.08 ], [ -82.57, 27.09 ], [ -82.56, 27.1 ], [ -82.56, 27.11 ], [ -82.55, 27.12 ], [ -82.54, 27.13 ], [ -82.53, 27.14 ], [ -82.52, 27.15 ], [ -82.51, 27.16 ], [ -82.51, 27.17 ] ] ] }, "raw_probability": 0.0497, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0497, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d64336ce76a36a1085dbe8a5d43388ea34e3ca7baa8215e3a267df8ec4252cb6", "signature": { "alg": "ed25519", "sig": "5efe06edc59a953a8166f1adcbf767d08d5db652af78fdacbf51439fb40359a9b42438b418422a577c3efde2eb413177dd2d3801afcd6af6d9872b570c771204" } }, "receipt_sha256": "d64336ce76a36a1085dbe8a5d43388ea34e3ca7baa8215e3a267df8ec4252cb6" }, { "storm_id": "372317", "lat": 48.2308, "lon": -111.8858, "motion_east": 7.1, "motion_south": -2.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1393.0, "ebshear": 38.0, "srh01": 10.0, "maxllaz": 0.004, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 15.4436 }, { "name": "alignment", "value": 1.3119 }, { "name": "tau", "value": 0.3306 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0497 }, "coherence_score": 0.33056405186653137, "coherence_diagnostics": { "tau": 0.33056405186653137, "grad_tau": 0.29716217517852783, "torsion": 0.0, "alignment": 1.3118500709533691, "S_field": 0.0938982218503952, "Gamma_field": 0.3094881474971771, "S_over_Gamma": 0.3033984303474426, "Da": 18.773033142089844, "E_coh": 0.4693744480609894, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.86, 48.28 ], [ -111.82, 48.27 ], [ -111.82, 48.22 ], [ -111.84, 48.2 ], [ -111.9, 48.17 ], [ -111.96, 48.17 ], [ -111.93, 48.2 ], [ -111.94, 48.21 ], [ -111.94, 48.23 ], [ -111.89, 48.27 ], [ -111.87, 48.27 ], [ -111.86, 48.28 ] ] ] }, "raw_probability": 0.0497, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0497, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d64336ce76a36a1085dbe8a5d43388ea34e3ca7baa8215e3a267df8ec4252cb6", "signature": { "alg": "ed25519", "sig": "5efe06edc59a953a8166f1adcbf767d08d5db652af78fdacbf51439fb40359a9b42438b418422a577c3efde2eb413177dd2d3801afcd6af6d9872b570c771204" } }, "receipt_sha256": "d64336ce76a36a1085dbe8a5d43388ea34e3ca7baa8215e3a267df8ec4252cb6" }, { "storm_id": "372089", "lat": 32.4769, "lon": -75.1592, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3537.0, "ebshear": 11.0, "srh01": 25.0, "maxllaz": 0.001, "mesh": 0.44, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 56.3186 }, { "name": "alignment", "value": 2.9533 }, { "name": "tau", "value": 3.9872 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0496 }, "coherence_score": 3.987150192260742, "coherence_diagnostics": { "tau": 3.987150192260742, "grad_tau": 0.21497085690498352, "torsion": 0.0, "alignment": 2.9532902240753174, "S_field": 0.706978440284729, "Gamma_field": 0.28198811411857605, "S_over_Gamma": 2.5071213245391846, "Da": 18.88139533996582, "E_coh": 0.8842889666557312, "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": [ [ [ -75.19, 32.53 ], [ -75.13, 32.53 ], [ -75.12, 32.52 ], [ -75.12, 32.5 ], [ -75.1, 32.48 ], [ -75.12, 32.46 ], [ -75.12, 32.43 ], [ -75.16, 32.42 ], [ -75.17, 32.43 ], [ -75.21, 32.43 ], [ -75.22, 32.44 ], [ -75.22, 32.5 ], [ -75.19, 32.53 ] ] ] }, "raw_probability": 0.0496, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0496, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "41572cd9c458656c30cc27b67c36377ce81790fe5edcf2827586373fbf35e13a", "signature": { "alg": "ed25519", "sig": "7326b559bea1f80e12d5da15b51d0718a412cc294e51ec363bdba22430f35a10f2bb756b818c87100a5e1384bca36daa3fb539ee47297bb3f9150cd905fc540a" } }, "receipt_sha256": "41572cd9c458656c30cc27b67c36377ce81790fe5edcf2827586373fbf35e13a" }, { "storm_id": "371978", "lat": 44.0861, "lon": -79.4517, "motion_east": 8.0, "motion_south": 2.9, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 565.0, "ebshear": 12.0, "srh01": 0.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 26.5686 }, { "name": "alignment", "value": 3.4566 }, { "name": "tau", "value": 1.3151 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0492 }, "coherence_score": 1.3151487112045288, "coherence_diagnostics": { "tau": 1.3151487112045288, "grad_tau": 0.1863826960325241, "torsion": 0.0, "alignment": 3.4566314220428467, "S_field": 0.15221601724624634, "Gamma_field": 0.18948811292648315, "S_over_Gamma": 0.8033011555671692, "Da": 10.31075382232666, "E_coh": 0.46589452028274536, "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": [ [ [ -79.54, 44.18 ], [ -79.5, 44.18 ], [ -79.45, 44.13 ], [ -79.4, 44.11 ], [ -79.38, 44.09 ], [ -79.38, 44.05 ], [ -79.36, 44.04 ], [ -79.36, 44.03 ], [ -79.39, 44.02 ], [ -79.4, 44.03 ], [ -79.42, 44.03 ], [ -79.43, 44.04 ], [ -79.45, 44.04 ], [ -79.46, 44.05 ], [ -79.54, 44.07 ], [ -79.57, 44.12 ], [ -79.56, 44.16 ], [ -79.54, 44.18 ] ] ] }, "raw_probability": 0.0492, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0492, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0f0f8cc2fe2255633a420055a93742cdd80ce6b7aed52c951b6a6eaf476a40a5", "signature": { "alg": "ed25519", "sig": "945a4f23ff1f147651cd6653fe18a7b18fc7cfbe2526d734d8512573904d5d9bc7b41489c28e56586a0a67b09e0599ea64df22d81d5b189c0b7b474a36f85705" } }, "receipt_sha256": "0f0f8cc2fe2255633a420055a93742cdd80ce6b7aed52c951b6a6eaf476a40a5" }, { "storm_id": "372479", "lat": 48.349, "lon": -111.924, "motion_east": 6.3, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1233.0, "ebshear": 37.0, "srh01": 1.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 15.4436 }, { "name": "alignment", "value": 1.3119 }, { "name": "tau", "value": 0.3306 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0492 }, "coherence_score": 0.33056405186653137, "coherence_diagnostics": { "tau": 0.33056405186653137, "grad_tau": 0.29716217517852783, "torsion": 0.0, "alignment": 1.3118500709533691, "S_field": 0.0938982218503952, "Gamma_field": 0.3094881474971771, "S_over_Gamma": 0.3033984303474426, "Da": 18.773033142089844, "E_coh": 0.4693744480609894, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.94, 48.39 ], [ -111.88, 48.39 ], [ -111.87, 48.38 ], [ -111.87, 48.35 ], [ -111.89, 48.32 ], [ -111.93, 48.3 ], [ -111.98, 48.3 ], [ -111.97, 48.32 ], [ -111.97, 48.35 ], [ -111.94, 48.39 ] ] ] }, "raw_probability": 0.0492, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0492, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0f0f8cc2fe2255633a420055a93742cdd80ce6b7aed52c951b6a6eaf476a40a5", "signature": { "alg": "ed25519", "sig": "945a4f23ff1f147651cd6653fe18a7b18fc7cfbe2526d734d8512573904d5d9bc7b41489c28e56586a0a67b09e0599ea64df22d81d5b189c0b7b474a36f85705" } }, "receipt_sha256": "0f0f8cc2fe2255633a420055a93742cdd80ce6b7aed52c951b6a6eaf476a40a5" }, { "storm_id": "372488", "lat": 41.5744, "lon": -76.5406, "motion_east": 5.5, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 891.0, "ebshear": 32.0, "srh01": 16.0, "maxllaz": 0.004, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 25.0686 }, { "name": "alignment", "value": 1.8249 }, { "name": "tau", "value": 1.5035 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0491 }, "coherence_score": 1.5035232305526733, "coherence_diagnostics": { "tau": 1.5035232305526733, "grad_tau": 0.09307157248258591, "torsion": 0.0, "alignment": 1.8248822689056396, "S_field": 0.2588706910610199, "Gamma_field": 0.2836548089981079, "S_over_Gamma": 0.912625789642334, "Da": 15.526496887207031, "E_coh": 0.564754068851471, "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": [ [ [ -76.57, 41.64 ], [ -76.52, 41.64 ], [ -76.5, 41.62 ], [ -76.5, 41.6 ], [ -76.49, 41.59 ], [ -76.49, 41.53 ], [ -76.5, 41.52 ], [ -76.5, 41.49 ], [ -76.53, 41.49 ], [ -76.57, 41.52 ], [ -76.57, 41.54 ], [ -76.58, 41.55 ], [ -76.58, 41.59 ], [ -76.59, 41.6 ], [ -76.59, 41.63 ], [ -76.57, 41.64 ] ] ] }, "raw_probability": 0.0491, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6634f127e2ffb59638b01588df12c6aa84c6f8d33e4248fc7e7c93226aaf43b2", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0491, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d3f00dd27e24c555f9c4aeedb303e073c381fecc96330618f8b92bfa25bd5de", "signature": { "alg": "ed25519", "sig": "88897bd6e3153fc41b23beb04ae30ff952eab756f77081623d087b1c6c6b953e03996fa3df70ff5e5ca494bfcf4c921024d7f2306ecae36d348cfd0310e31905" } }, "receipt_sha256": "7d3f00dd27e24c555f9c4aeedb303e073c381fecc96330618f8b92bfa25bd5de" }, { "storm_id": "372177", "lat": 26.5733, "lon": -81.0789, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4267.0, "ebshear": 10.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.29, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 49.4436 }, { "name": "alignment", "value": 0.2657 }, { "name": "tau", "value": 2.1223 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0489 }, "coherence_score": 2.1223177909851074, "coherence_diagnostics": { "tau": 2.1223177909851074, "grad_tau": 0.7462929487228394, "torsion": 0.0, "alignment": 0.2657395005226135, "S_field": 0.6992464065551758, "Gamma_field": 0.25865480303764343, "S_over_Gamma": 2.7033960819244385, "Da": 16.15705108642578, "E_coh": 0.9777073264122009, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.09, 26.61 ], [ -81.06, 26.61 ], [ -81.04, 26.59 ], [ -81.04, 26.55 ], [ -81.06, 26.53 ], [ -81.09, 26.53 ], [ -81.12, 26.55 ], [ -81.12, 26.58 ], [ -81.09, 26.61 ] ] ] }, "raw_probability": 0.0489, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0489, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cd72a2ce206eb89c288e638afab12865be466f83ed834708e3bc97849ec70030", "signature": { "alg": "ed25519", "sig": "22392838abde0460cdfe5b4fefe994cfab3b563eaaf0fb2bb0acaf8cd43c1a9042396bddeac29955055a3c3a29ef3c97c2765de6ef8a3731073360959e855f03" } }, "receipt_sha256": "cd72a2ce206eb89c288e638afab12865be466f83ed834708e3bc97849ec70030" }, { "storm_id": "372222", "lat": 26.6233, "lon": -82.3522, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2727.0, "ebshear": 4.0, "srh01": 21.0, "maxllaz": 0.003, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 52.4436 }, { "name": "alignment", "value": -0.2004 }, { "name": "tau", "value": 2.3035 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0487 }, "coherence_score": 2.303464889526367, "coherence_diagnostics": { "tau": 2.303464889526367, "grad_tau": 0.8877369165420532, "torsion": 0.0, "alignment": -0.20042526721954346, "S_field": 0.8405162692070007, "Gamma_field": 0.2069881111383438, "S_over_Gamma": 4.060698509216309, "Da": 12.893383026123047, "E_coh": 0.9588618874549866, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.37, 26.65 ], [ -82.33, 26.65 ], [ -82.32, 26.64 ], [ -82.32, 26.6 ], [ -82.33, 26.59 ], [ -82.37, 26.59 ], [ -82.38, 26.6 ], [ -82.38, 26.64 ], [ -82.37, 26.65 ] ] ] }, "raw_probability": 0.0487, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0487, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "425b964047e381fb7a58c28a07e90b7fd223cb45afdafdd235dbda52fce06227", "signature": { "alg": "ed25519", "sig": "6e377ff8df91fa5d31c72c6a8506f8636f78c3b43dd50cce008aeb85793c4470dead1b56d7efe8aab1d0c94f96e2a7b1a54417e671700eaa43d45fe5a15e8e0d" } }, "receipt_sha256": "425b964047e381fb7a58c28a07e90b7fd223cb45afdafdd235dbda52fce06227" }, { "storm_id": "372415", "lat": 26.518, "lon": -82.483, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2885.0, "ebshear": 5.0, "srh01": 19.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 52.4436 }, { "name": "alignment", "value": -0.2004 }, { "name": "tau", "value": 2.3035 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0486 }, "coherence_score": 2.303464889526367, "coherence_diagnostics": { "tau": 2.303464889526367, "grad_tau": 0.8877369165420532, "torsion": 0.0, "alignment": -0.20042526721954346, "S_field": 0.8405162692070007, "Gamma_field": 0.2069881111383438, "S_over_Gamma": 4.060698509216309, "Da": 12.893383026123047, "E_coh": 0.9588618874549866, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.51, 26.56 ], [ -82.47, 26.56 ], [ -82.45, 26.54 ], [ -82.44, 26.52 ], [ -82.44, 26.48 ], [ -82.45, 26.47 ], [ -82.5, 26.47 ], [ -82.53, 26.5 ], [ -82.53, 26.52 ], [ -82.51, 26.56 ] ] ] }, "raw_probability": 0.0486, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0486, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "43aba17b54499cee8d83aef1ccf0ff69500a0f78a3fd1977695a7719d2ee3a86", "signature": { "alg": "ed25519", "sig": "19b57e47cd93768fc6136dd394dbf64360bb38d7c5c05f436f95393e6ccee7600d960cc14b301c21a8863da893ce63b6f50e60e6c258d281c67b20f0d9a99f0b" } }, "receipt_sha256": "43aba17b54499cee8d83aef1ccf0ff69500a0f78a3fd1977695a7719d2ee3a86" }, { "storm_id": "372429", "lat": 40.7164, "lon": -110.1318, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 762.0, "ebshear": 17.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.23, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 18.8186 }, { "name": "alignment", "value": 4.1913 }, { "name": "tau", "value": 0.5344 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0484 }, "coherence_score": 0.5344458818435669, "coherence_diagnostics": { "tau": 0.5344458818435669, "grad_tau": 0.0790579542517662, "torsion": 0.0, "alignment": 4.191309928894043, "S_field": 0.4198719263076782, "Gamma_field": 0.7028214335441589, "S_over_Gamma": 0.5974091291427612, "Da": 42.73735809326172, "E_coh": 0.716037929058075, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.13, 40.76 ], [ -110.09, 40.74 ], [ -110.09, 40.7 ], [ -110.08, 40.69 ], [ -110.09, 40.67 ], [ -110.16, 40.66 ], [ -110.19, 40.69 ], [ -110.19, 40.71 ], [ -110.16, 40.75 ], [ -110.14, 40.75 ], [ -110.13, 40.76 ] ] ] }, "raw_probability": 0.0484, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0484, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b28301252943d08336b45d70513f625434ddeeb8bd52db1bc410ce066a316677", "signature": { "alg": "ed25519", "sig": "c651a64deb46912231d19a152bec1d475d11f4f7d84e4ba38854b6935982cdca47ae2665dc4b95f1da1516dd3d3e9f600256ad8f335873b31c3e90d603748604" } }, "receipt_sha256": "b28301252943d08336b45d70513f625434ddeeb8bd52db1bc410ce066a316677" }, { "storm_id": "372524", "lat": 38.1922, "lon": -107.6144, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 440.0, "ebshear": 10.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 20.5686 }, { "name": "alignment", "value": -0.9396 }, { "name": "tau", "value": 0.4293 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0482 }, "coherence_score": 0.4292566776275635, "coherence_diagnostics": { "tau": 0.4292566776275635, "grad_tau": 0.05597786232829094, "torsion": 0.0, "alignment": -0.9395855665206909, "S_field": 0.2665911018848419, "Gamma_field": 0.7578214406967163, "S_over_Gamma": 0.35178616642951965, "Da": 47.042362213134766, "E_coh": 0.6359971165657043, "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": [ [ [ -107.65, 38.22 ], [ -107.6, 38.22 ], [ -107.58, 38.21 ], [ -107.58, 38.17 ], [ -107.59, 38.16 ], [ -107.62, 38.16 ], [ -107.63, 38.17 ], [ -107.63, 38.2 ], [ -107.65, 38.22 ] ] ] }, "raw_probability": 0.0482, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0482, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bd3fc45c4b9713113f8d6c8deb0d063b52bf328307a1df0d9a77db022eac3506", "signature": { "alg": "ed25519", "sig": "49c5a869914be567b2cf2cf51d0c955942c769c0ec0141c650cec903b34679a1e58b3deb7d93b69bcbfa9dc4a5e1eab92d12bfaa148c777eec5af2febd346d0e" } }, "receipt_sha256": "bd3fc45c4b9713113f8d6c8deb0d063b52bf328307a1df0d9a77db022eac3506" }, { "storm_id": "372353", "lat": 41.5264, "lon": -114.27, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1383.0, "ebshear": 29.0, "srh01": 25.0, "maxllaz": 0.004, "mesh": 0.87, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 16.1936 }, { "name": "alignment", "value": 4.3757 }, { "name": "tau", "value": 0.3803 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0478 }, "coherence_score": 0.38030892610549927, "coherence_diagnostics": { "tau": 0.38030892610549927, "grad_tau": 0.03027411177754402, "torsion": 0.0, "alignment": 4.37572717666626, "S_field": 0.20536470413208008, "Gamma_field": 0.5019881129264832, "S_over_Gamma": 0.40910273790359497, "Da": 29.519514083862305, "E_coh": 0.5310835838317871, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -114.28, 41.56 ], [ -114.24, 41.56 ], [ -114.22, 41.54 ], [ -114.22, 41.51 ], [ -114.25, 41.48 ], [ -114.27, 41.48 ], [ -114.3, 41.5 ], [ -114.3, 41.52 ], [ -114.31, 41.53 ], [ -114.3, 41.55 ], [ -114.28, 41.56 ] ] ] }, "raw_probability": 0.0478, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0478, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aa040ba458174c421a50a309cce7e0ec3d0681435e8bca7ce0403e2e83445dab", "signature": { "alg": "ed25519", "sig": "0cefa65d57c77458fee60b4f2bac82c9c107446aed220d87827273488808cc0a4cef38247dc6d93e424cdb1a690428d520147d405561b16bf1f3a81fc1699d08" } }, "receipt_sha256": "aa040ba458174c421a50a309cce7e0ec3d0681435e8bca7ce0403e2e83445dab" }, { "storm_id": "371910", "lat": 38.412, "lon": -105.767, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 620.0, "ebshear": 13.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 23.3186 }, { "name": "alignment", "value": 3.3295 }, { "name": "tau", "value": 0.3908 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0467 }, "coherence_score": 0.39078834652900696, "coherence_diagnostics": { "tau": 0.39078834652900696, "grad_tau": 0.005941842216998339, "torsion": 0.0, "alignment": 3.32946515083313, "S_field": 0.17944063246250153, "Gamma_field": 0.8078214526176453, "S_over_Gamma": 0.22212907671928406, "Da": 47.59550476074219, "E_coh": 0.5823934078216553, "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": [ [ [ -105.79, 38.45 ], [ -105.74, 38.45 ], [ -105.73, 38.44 ], [ -105.73, 38.41 ], [ -105.72, 38.39 ], [ -105.76, 38.36 ], [ -105.79, 38.36 ], [ -105.81, 38.38 ], [ -105.81, 38.43 ], [ -105.79, 38.45 ] ] ] }, "raw_probability": 0.0467, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0467, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "76556da5d095ab949027a79830a776081df58e977f2db40037bbde31f39472b3", "signature": { "alg": "ed25519", "sig": "924b7984fcafd3e9f9b10d6cf906051fad1b9448f63f21ecfba53bcc6edbf01719e06c86367c7b14bde84685ee841a882e4e01a9324b0f2ba057c1920c6d9a05" } }, "receipt_sha256": "76556da5d095ab949027a79830a776081df58e977f2db40037bbde31f39472b3" }, { "storm_id": "371958", "lat": 38.5945, "lon": -105.5755, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 617.0, "ebshear": 7.0, "srh01": 1.0, "maxllaz": 0.002, "mesh": 0.15, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 23.3186 }, { "name": "alignment", "value": 3.3295 }, { "name": "tau", "value": 0.3908 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0463 }, "coherence_score": 0.39078834652900696, "coherence_diagnostics": { "tau": 0.39078834652900696, "grad_tau": 0.005941842216998339, "torsion": 0.0, "alignment": 3.32946515083313, "S_field": 0.17944063246250153, "Gamma_field": 0.8078214526176453, "S_over_Gamma": 0.22212907671928406, "Da": 47.59550476074219, "E_coh": 0.5823934078216553, "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": [ [ [ -105.56, 38.64 ], [ -105.51, 38.63 ], [ -105.51, 38.58 ], [ -105.56, 38.54 ], [ -105.6, 38.54 ], [ -105.62, 38.55 ], [ -105.63, 38.56 ], [ -105.62, 38.6 ], [ -105.59, 38.63 ], [ -105.57, 38.63 ], [ -105.56, 38.64 ] ] ] }, "raw_probability": 0.0463, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0463, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d9157d830eba476c3231c7b094506fe896661f4125091697e949e2d46b5dd6f4", "signature": { "alg": "ed25519", "sig": "4f877fb4a87945cee710ca5fc83fab28b5256b1276ce901bec76483b9560fdb5f61beeddb1ff1e0283c5fa30a27994549beb7139c8def440996b1ceac37d7405" } }, "receipt_sha256": "d9157d830eba476c3231c7b094506fe896661f4125091697e949e2d46b5dd6f4" }, { "storm_id": "372352", "lat": 42.23, "lon": -113.1287, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1178.0, "ebshear": 31.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.43, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 12.1936 }, { "name": "alignment", "value": 0.8996 }, { "name": "tau", "value": 0.3956 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0461 }, "coherence_score": 0.3955906927585602, "coherence_diagnostics": { "tau": 0.3955906927585602, "grad_tau": 0.041551001369953156, "torsion": 0.0, "alignment": 0.8996315598487854, "S_field": 0.13245584070682526, "Gamma_field": 0.5228214263916016, "S_over_Gamma": 0.25334814190864563, "Da": 30.638824462890625, "E_coh": 0.3152318000793457, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -113.14, 42.26 ], [ -113.11, 42.26 ], [ -113.1, 42.25 ], [ -113.09, 42.19 ], [ -113.13, 42.18 ], [ -113.16, 42.2 ], [ -113.16, 42.24 ], [ -113.14, 42.26 ] ] ] }, "raw_probability": 0.0461, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0461, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01fd87efa614984b56984311d0b979a8d295988049121a079f2a2fcbb22217a3", "signature": { "alg": "ed25519", "sig": "4fd1a02b1747027cfe530c8329173ec44a8feace7df20da9dd95f6f3f58834b8014c2de295dcf3428fdb3f2af84f79d5f12764a20e8952b6c847a4c521a57d03" } }, "receipt_sha256": "01fd87efa614984b56984311d0b979a8d295988049121a079f2a2fcbb22217a3" }, { "storm_id": "372405", "lat": 34.3756, "lon": -107.7333, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 255.0, "ebshear": 8.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 21.1936 }, { "name": "alignment", "value": 0.3073 }, { "name": "tau", "value": 0.4185 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0461 }, "coherence_score": 0.4184569716453552, "coherence_diagnostics": { "tau": 0.4184569716453552, "grad_tau": 0.03469410166144371, "torsion": 0.0, "alignment": 0.3073076903820038, "S_field": 0.12548081576824188, "Gamma_field": 0.6253214478492737, "S_over_Gamma": 0.20066609978675842, "Da": 39.715232849121094, "E_coh": 0.8643099069595337, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.76, 34.41 ], [ -107.7, 34.41 ], [ -107.69, 34.4 ], [ -107.69, 34.34 ], [ -107.71, 34.33 ], [ -107.75, 34.33 ], [ -107.77, 34.35 ], [ -107.77, 34.4 ], [ -107.76, 34.41 ] ] ] }, "raw_probability": 0.0461, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0461, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01fd87efa614984b56984311d0b979a8d295988049121a079f2a2fcbb22217a3", "signature": { "alg": "ed25519", "sig": "4fd1a02b1747027cfe530c8329173ec44a8feace7df20da9dd95f6f3f58834b8014c2de295dcf3428fdb3f2af84f79d5f12764a20e8952b6c847a4c521a57d03" } }, "receipt_sha256": "01fd87efa614984b56984311d0b979a8d295988049121a079f2a2fcbb22217a3" }, { "storm_id": "372003", "lat": 35.465, "lon": -107.8017, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 626.0, "ebshear": 11.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.28, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 25.6936 }, { "name": "alignment", "value": -0.6137 }, { "name": "tau", "value": 0.4726 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0456 }, "coherence_score": 0.4726356863975525, "coherence_diagnostics": { "tau": 0.4726356863975525, "grad_tau": 0.026428140699863434, "torsion": 0.0, "alignment": -0.6136686205863953, "S_field": 0.31720876693725586, "Gamma_field": 0.69948810338974, "S_over_Gamma": 0.45348700881004333, "Da": 43.54976272583008, "E_coh": 0.9656172394752502, "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": [ [ [ -107.81, 35.49 ], [ -107.77, 35.49 ], [ -107.76, 35.43 ], [ -107.83, 35.43 ], [ -107.83, 35.46 ], [ -107.81, 35.49 ] ] ] }, "raw_probability": 0.0456, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0456, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6d56e21cf827bb79f59ab06e0eeaf490e42d34c56efab6cb8e1d4747cc2e26ec", "signature": { "alg": "ed25519", "sig": "1b6ee5ab3425c8290257a049ffc297b1a17b8d3ca395518fb45f03c5e05714c30feb5e7236774ce76e6e933436d1718eff7b236aa6770b448c6d9f256077f30c" } }, "receipt_sha256": "6d56e21cf827bb79f59ab06e0eeaf490e42d34c56efab6cb8e1d4747cc2e26ec" }, { "storm_id": "372430", "lat": 40.1267, "lon": -75.9756, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 846.0, "ebshear": 33.0, "srh01": 11.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 20.9436 }, { "name": "alignment", "value": 3.8199 }, { "name": "tau", "value": 1.34 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0456 }, "coherence_score": 1.3400458097457886, "coherence_diagnostics": { "tau": 1.3400458097457886, "grad_tau": 0.19696961343288422, "torsion": 0.0, "alignment": 3.819927215576172, "S_field": 0.29969584941864014, "Gamma_field": 0.37698811292648315, "S_over_Gamma": 0.7949742674827576, "Da": 20.6663818359375, "E_coh": 0.6528570055961609, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.98, 40.17 ], [ -75.96, 40.17 ], [ -75.94, 40.15 ], [ -75.93, 40.09 ], [ -75.98, 40.09 ], [ -75.99, 40.08 ], [ -76.01, 40.09 ], [ -76.01, 40.13 ], [ -75.98, 40.17 ] ] ] }, "raw_probability": 0.0456, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0456, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6d56e21cf827bb79f59ab06e0eeaf490e42d34c56efab6cb8e1d4747cc2e26ec", "signature": { "alg": "ed25519", "sig": "1b6ee5ab3425c8290257a049ffc297b1a17b8d3ca395518fb45f03c5e05714c30feb5e7236774ce76e6e933436d1718eff7b236aa6770b448c6d9f256077f30c" } }, "receipt_sha256": "6d56e21cf827bb79f59ab06e0eeaf490e42d34c56efab6cb8e1d4747cc2e26ec" }, { "storm_id": "372310", "lat": 26.415, "lon": -80.514, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3661.0, "ebshear": 11.0, "srh01": 18.0, "maxllaz": 0.003, "mesh": 0.68, "flash_rate": 15.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 39.0686 }, { "name": "alignment", "value": 1.0322 }, { "name": "tau", "value": 1.333 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0451 }, "coherence_score": 1.3330435752868652, "coherence_diagnostics": { "tau": 1.3330435752868652, "grad_tau": 1.0764801502227783, "torsion": 0.0, "alignment": 1.032207727432251, "S_field": 0.942107617855072, "Gamma_field": 0.21282145380973816, "S_over_Gamma": 4.426751136779785, "Da": 12.91088581085205, "E_coh": 0.9664218425750732, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.51, 26.46 ], [ -80.49, 26.46 ], [ -80.47, 26.44 ], [ -80.47, 26.41 ], [ -80.5, 26.38 ], [ -80.52, 26.37 ], [ -80.55, 26.37 ], [ -80.56, 26.38 ], [ -80.56, 26.42 ], [ -80.51, 26.46 ] ] ] }, "raw_probability": 0.0451, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0451, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f36262e7354124b4f40d8263fa3dd5922e13d41b590de7f0125338d905583295", "signature": { "alg": "ed25519", "sig": "4d41074f21b3de264b379172f1a0ba38c9666f290c4f7f0738de504dfd8e042ee9a1e62c29d934c504da412d573a3d07b31c1f10e94382b6caf37172b16c4801" } }, "receipt_sha256": "f36262e7354124b4f40d8263fa3dd5922e13d41b590de7f0125338d905583295" }, { "storm_id": "372519", "lat": 42.3771, "lon": -80.2571, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 956.0, "ebshear": 12.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 21.8186 }, { "name": "alignment", "value": 1.9369 }, { "name": "tau", "value": 1.1754 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.045 }, "coherence_score": 1.1753959655761719, "coherence_diagnostics": { "tau": 1.1753959655761719, "grad_tau": 0.1423593908548355, "torsion": 0.0, "alignment": 1.936855435371399, "S_field": 0.2032843828201294, "Gamma_field": 0.24615478515625, "S_over_Gamma": 0.825839638710022, "Da": 13.545188903808594, "E_coh": 0.7985796332359314, "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": [ [ [ -80.29, 42.41 ], [ -80.24, 42.41 ], [ -80.22, 42.39 ], [ -80.22, 42.34 ], [ -80.25, 42.33 ], [ -80.29, 42.35 ], [ -80.29, 42.41 ] ] ] }, "raw_probability": 0.045, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.045, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a05450ad4ed5c675fb9802c982fcde05f68e54e207c351f37b33a101e54f9e8e", "signature": { "alg": "ed25519", "sig": "99736d1a9c5f226053e13061d464f665c018f1a559de3cb600356b8fbefc96e193645650fa41bb21bf5ff0d9cc302648405b0401dd8bd55cc0dbc633936d760b" } }, "receipt_sha256": "a05450ad4ed5c675fb9802c982fcde05f68e54e207c351f37b33a101e54f9e8e" }, { "storm_id": "372487", "lat": 41.8711, "lon": -81.6367, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1116.0, "ebshear": 20.0, "srh01": 23.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 19.0686 }, { "name": "alignment", "value": 2.1913 }, { "name": "tau", "value": 1.0245 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 1.0245217084884644, "coherence_diagnostics": { "tau": 1.0245217084884644, "grad_tau": 0.1152680441737175, "torsion": 0.0, "alignment": 2.191317081451416, "S_field": 0.16096818447113037, "Gamma_field": 0.3228214681148529, "S_over_Gamma": 0.4986291229724884, "Da": 19.334091186523438, "E_coh": 0.13982290029525757, "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": [ [ [ -81.65, 41.9 ], [ -81.62, 41.9 ], [ -81.6, 41.89 ], [ -81.61, 41.83 ], [ -81.64, 41.83 ], [ -81.65, 41.84 ], [ -81.65, 41.87 ], [ -81.66, 41.88 ], [ -81.65, 41.9 ] ] ] }, "raw_probability": 0.0449, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0449, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1705b885ee33545ff66702397b66fa714e792bd5ccf4471972e1736c6b30282c", "signature": { "alg": "ed25519", "sig": "23f4641d7d6be266c6fed0b3ad7fcc403fce975bcf0becce8301cfb5c70a392b6524e47b48369c24a43939d66953e58619cb2961b788ba02a24663479542990f" } }, "receipt_sha256": "1705b885ee33545ff66702397b66fa714e792bd5ccf4471972e1736c6b30282c" }, { "storm_id": "372226", "lat": 47.767, "lon": -111.183, "motion_east": 5.6, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1163.0, "ebshear": 26.0, "srh01": 8.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 24.0686 }, { "name": "alignment", "value": -0.38 }, { "name": "tau", "value": 0.6841 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0448 }, "coherence_score": 0.6841092705726624, "coherence_diagnostics": { "tau": 0.6841092705726624, "grad_tau": 0.0936555489897728, "torsion": 0.0, "alignment": -0.3799844980239868, "S_field": 0.6322269439697266, "Gamma_field": 0.2744881212711334, "S_over_Gamma": 2.3032944202423096, "Da": 16.853496551513672, "E_coh": 0.7994509935379028, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.19, 47.8 ], [ -111.17, 47.8 ], [ -111.15, 47.77 ], [ -111.15, 47.75 ], [ -111.17, 47.73 ], [ -111.2, 47.73 ], [ -111.21, 47.74 ], [ -111.2, 47.76 ], [ -111.2, 47.79 ], [ -111.19, 47.8 ] ] ] }, "raw_probability": 0.0448, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0448, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "458f67ae05768314c30836ec8bb3d1aafb3953e718189aeab153ff87d1fd5772", "signature": { "alg": "ed25519", "sig": "1cdd7d53dc0522a6b7f61850c953d8e4f294c260f98c4649cc3cdf1736d5ca0b74185ae0a2e4f5858a8a548a6f352b025eb56097e87f7f6deb4abb52c4c49f0b" } }, "receipt_sha256": "458f67ae05768314c30836ec8bb3d1aafb3953e718189aeab153ff87d1fd5772" }, { "storm_id": "371800", "lat": 43.0588, "lon": -75.1075, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 997.0, "ebshear": 32.0, "srh01": 17.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 27.4436 }, { "name": "alignment", "value": 4.5604 }, { "name": "tau", "value": 1.8706 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0445 }, "coherence_score": 1.87056565284729, "coherence_diagnostics": { "tau": 1.87056565284729, "grad_tau": 0.1423131823539734, "torsion": 0.0, "alignment": 4.560428142547607, "S_field": 0.4364032745361328, "Gamma_field": 0.28865480422973633, "S_over_Gamma": 1.5118517875671387, "Da": 16.069385528564453, "E_coh": 0.8076745867729187, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.13, 43.09 ], [ -75.09, 43.09 ], [ -75.08, 43.08 ], [ -75.07, 43.04 ], [ -75.1, 43.02 ], [ -75.12, 43.02 ], [ -75.14, 43.04 ], [ -75.13, 43.09 ] ] ] }, "raw_probability": 0.0445, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0445, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a632ac4a07a87e90744d948ee803947f42724f0f7ef7436c803477ca4153a7fd", "signature": { "alg": "ed25519", "sig": "386b6c9c2afee13538d6274a79d8d49f5461e78ea3dcdfefb547c6108d22781d9a31b6088b26663689d8af21b8041133aeb0d57a1676bb4ac0df608cbb46c109" } }, "receipt_sha256": "a632ac4a07a87e90744d948ee803947f42724f0f7ef7436c803477ca4153a7fd" }, { "storm_id": "372520", "lat": 42.2744, "lon": -75.2, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1164.0, "ebshear": 32.0, "srh01": 21.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 22.3186 }, { "name": "alignment", "value": 2.5665 }, { "name": "tau", "value": 1.5511 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0444 }, "coherence_score": 1.5511263608932495, "coherence_diagnostics": { "tau": 1.5511263608932495, "grad_tau": 0.09981685131788254, "torsion": 0.0, "alignment": 2.5664525032043457, "S_field": 0.3224349617958069, "Gamma_field": 0.27948814630508423, "S_over_Gamma": 1.1536624431610107, "Da": 15.612361907958984, "E_coh": 0.6547189354896545, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.22, 42.31 ], [ -75.17, 42.31 ], [ -75.15, 42.28 ], [ -75.18, 42.25 ], [ -75.18, 42.24 ], [ -75.2, 42.23 ], [ -75.24, 42.25 ], [ -75.24, 42.29 ], [ -75.22, 42.31 ] ] ] }, "raw_probability": 0.0444, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0444, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2114abbade3dcf7881eb50af7f78412a9e1d455205fae5227e69a1c47d5ae0d1", "signature": { "alg": "ed25519", "sig": "726bdd8a2102953788976b8c8eb3f0a5bda20a9dd7c62c169c7d9f87326434519881d3c6663fb8f85636cccf459b0990b14570659c8fa3bd83ce080e863bc70a" } }, "receipt_sha256": "2114abbade3dcf7881eb50af7f78412a9e1d455205fae5227e69a1c47d5ae0d1" }, { "storm_id": "372500", "lat": 27.5738, "lon": -80.6754, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2405.0, "ebshear": 10.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 49.3186 }, { "name": "alignment", "value": 0.1106 }, { "name": "tau", "value": 2.5373 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0441 }, "coherence_score": 2.5372743606567383, "coherence_diagnostics": { "tau": 2.5372743606567383, "grad_tau": 0.37039682269096375, "torsion": 0.0, "alignment": 0.11055576056241989, "S_field": 0.6122802495956421, "Gamma_field": 0.2669881284236908, "S_over_Gamma": 2.2932863235473633, "Da": 16.776155471801758, "E_coh": 0.9724941253662109, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.71, 27.6 ], [ -80.67, 27.6 ], [ -80.66, 27.59 ], [ -80.64, 27.6 ], [ -80.64, 27.56 ], [ -80.63, 27.55 ], [ -80.64, 27.54 ], [ -80.65, 27.55 ], [ -80.69, 27.54 ], [ -80.71, 27.56 ], [ -80.71, 27.58 ], [ -80.72, 27.59 ], [ -80.71, 27.6 ] ] ] }, "raw_probability": 0.0441, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0441, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3b90ad9c63a8290baa6bdbcb448b6cdc374305473ea6f935bfd5d85a1f7a90dc", "signature": { "alg": "ed25519", "sig": "2de0d785520a612f65935522a86809be0a214ed16f9c8597ea7d3e348dd6e98416228eaa27451143b4fb58f1d04a8085f8ac2510b27c430e7fe0518032d7f904" } }, "receipt_sha256": "3b90ad9c63a8290baa6bdbcb448b6cdc374305473ea6f935bfd5d85a1f7a90dc" }, { "storm_id": "372495", "lat": 33.3427, "lon": -86.1445, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2941.0, "ebshear": 24.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 36.9436 }, { "name": "alignment", "value": 1.5614 }, { "name": "tau", "value": 1.9653 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.044 }, "coherence_score": 1.9652764797210693, "coherence_diagnostics": { "tau": 1.9652764797210693, "grad_tau": 0.4704327881336212, "torsion": 0.0, "alignment": 1.5613720417022705, "S_field": 0.658296525478363, "Gamma_field": 0.44615480303764343, "S_over_Gamma": 1.4754890203475952, "Da": 28.231639862060547, "E_coh": 0.9127400517463684, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.16, 33.38 ], [ -86.14, 33.37 ], [ -86.11, 33.38 ], [ -86.09, 33.36 ], [ -86.13, 33.31 ], [ -86.13, 33.29 ], [ -86.17, 33.3 ], [ -86.16, 33.31 ], [ -86.17, 33.32 ], [ -86.17, 33.37 ], [ -86.16, 33.38 ] ] ] }, "raw_probability": 0.044, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.044, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a33568cc78d96085c0f0f37520176a8494ed3c50582220e5186774dfe797e22a", "signature": { "alg": "ed25519", "sig": "fdbe27507d55404860803274a4447901e63bb1551edb79ebf23350e925220b7db293aa6124f9a86bdbf421b3d79937338e12de23d328d4a0f96545848bd07e0c" } }, "receipt_sha256": "a33568cc78d96085c0f0f37520176a8494ed3c50582220e5186774dfe797e22a" }, { "storm_id": "371814", "lat": 26.1261, "lon": -80.6525, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4264.0, "ebshear": 11.0, "srh01": 21.0, "maxllaz": 0.006, "mesh": 0.22, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 39.0686 }, { "name": "alignment", "value": 1.0322 }, { "name": "tau", "value": 1.333 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0437 }, "coherence_score": 1.3330435752868652, "coherence_diagnostics": { "tau": 1.3330435752868652, "grad_tau": 1.0764801502227783, "torsion": 0.0, "alignment": 1.032207727432251, "S_field": 0.942107617855072, "Gamma_field": 0.21282145380973816, "S_over_Gamma": 4.426751136779785, "Da": 12.91088581085205, "E_coh": 0.9664218425750732, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.61, 26.31 ], [ -80.59, 26.31 ], [ -80.54, 26.26 ], [ -80.54, 26.21 ], [ -80.61, 26.15 ], [ -80.61, 26.11 ], [ -80.59, 26.08 ], [ -80.6, 26.07 ], [ -80.6, 26.03 ], [ -80.62, 26.03 ], [ -80.63, 26.02 ], [ -80.67, 26.02 ], [ -80.69, 26.01 ], [ -80.69, 26.04 ], [ -80.7, 26.05 ], [ -80.71, 26.04 ], [ -80.71, 26.02 ], [ -80.73, 26.02 ], [ -80.73, 26.03 ], [ -80.69, 26.06 ], [ -80.69, 26.09 ], [ -80.71, 26.12 ], [ -80.71, 26.15 ], [ -80.69, 26.19 ], [ -80.7, 26.23 ], [ -80.67, 26.28 ], [ -80.63, 26.29 ], [ -80.61, 26.31 ] ] ] }, "raw_probability": 0.0437, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0437, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5fed6dc8ea76f2178cd291ca8d00fc4ce7a69dd9358cced22ca2c7d94131f6b5", "signature": { "alg": "ed25519", "sig": "4525d40cf014d8bffb5fdc24e0b311a0796d062a843d24d7614bc52294eac2becf1e1a23bc859abaa7d1d61f40fbd5cc8a18ff5ae000adf2a74eb3b413edd80b" } }, "receipt_sha256": "5fed6dc8ea76f2178cd291ca8d00fc4ce7a69dd9358cced22ca2c7d94131f6b5" }, { "storm_id": "372055", "lat": 43.8554, "lon": -79.1985, "motion_east": 5.6, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 766.0, "ebshear": 8.0, "srh01": 0.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 26.5686 }, { "name": "alignment", "value": 3.4566 }, { "name": "tau", "value": 1.3151 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 1.3151487112045288, "coherence_diagnostics": { "tau": 1.3151487112045288, "grad_tau": 0.1863826960325241, "torsion": 0.0, "alignment": 3.4566314220428467, "S_field": 0.15221601724624634, "Gamma_field": 0.18948811292648315, "S_over_Gamma": 0.8033011555671692, "Da": 10.31075382232666, "E_coh": 0.46589452028274536, "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": [ [ [ -79.25, 43.9 ], [ -79.21, 43.89 ], [ -79.21, 43.88 ], [ -79.18, 43.86 ], [ -79.13, 43.86 ], [ -79.11, 43.85 ], [ -79.11, 43.8 ], [ -79.15, 43.79 ], [ -79.18, 43.83 ], [ -79.26, 43.83 ], [ -79.27, 43.84 ], [ -79.27, 43.89 ], [ -79.25, 43.9 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0426, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3b1b701a25a9088e8968e4f829770c0728ea54f192ba076c1891f8a274a5bf83", "signature": { "alg": "ed25519", "sig": "1bb1f1ce269ddbeda7beb29fe257a729f5b155f9c90158aaf618cdf26eb4d382f26bb03c92e00eca8d746d35311ba8a12fe65c2bb9e5014d164fa063e12e440c" } }, "receipt_sha256": "3b1b701a25a9088e8968e4f829770c0728ea54f192ba076c1891f8a274a5bf83" }, { "storm_id": "371981", "lat": 42.7346, "lon": -103.3131, "motion_east": 8.8, "motion_south": 0.1, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1800.0, "ebshear": 19.0, "srh01": 17.0, "maxllaz": 0.002, "mesh": 1.02, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 13.8186 }, { "name": "alignment", "value": 2.1007 }, { "name": "tau", "value": 0.4973 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0425 }, "coherence_score": 0.4972657859325409, "coherence_diagnostics": { "tau": 0.4972657859325409, "grad_tau": 0.06724801659584045, "torsion": 0.0, "alignment": 2.1007490158081055, "S_field": 0.1281168907880783, "Gamma_field": 0.38365480303764343, "S_over_Gamma": 0.33393794298171997, "Da": 21.01559066772461, "E_coh": 0.32975372672080994, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.31, 42.79 ], [ -103.27, 42.79 ], [ -103.22, 42.75 ], [ -103.23, 42.71 ], [ -103.26, 42.68 ], [ -103.29, 42.68 ], [ -103.3, 42.67 ], [ -103.37, 42.67 ], [ -103.42, 42.71 ], [ -103.4, 42.75 ], [ -103.37, 42.78 ], [ -103.32, 42.78 ], [ -103.31, 42.79 ] ] ] }, "raw_probability": 0.0425, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0425, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e0959d445368f7d848a502233122dce3b67b0f60e7cc02e019db127b9f91cdff", "signature": { "alg": "ed25519", "sig": "dff1218f40f331ac4ff9f893730f155155902999e4b6abb1b055ae4daa8852f49d7ee2024d0b0984e90b9b43c51f74be0c038b7ae33fffff779c583a4d7b2c0d" } }, "receipt_sha256": "e0959d445368f7d848a502233122dce3b67b0f60e7cc02e019db127b9f91cdff" }, { "storm_id": "372522", "lat": 38.71, "lon": -105.397, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 441.0, "ebshear": 6.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 20.6936 }, { "name": "alignment", "value": -0.6945 }, { "name": "tau", "value": 0.4486 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0422 }, "coherence_score": 0.4485939145088196, "coherence_diagnostics": { "tau": 0.4485939145088196, "grad_tau": 0.008717267774045467, "torsion": 0.0, "alignment": -0.6945234537124634, "S_field": 0.3548261523246765, "Gamma_field": 0.5061547756195068, "S_over_Gamma": 0.7010230422019958, "Da": 30.904714584350586, "E_coh": 0.7172749042510986, "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": [ [ [ -105.42, 38.74 ], [ -105.39, 38.74 ], [ -105.37, 38.73 ], [ -105.36, 38.72 ], [ -105.36, 38.68 ], [ -105.38, 38.67 ], [ -105.41, 38.67 ], [ -105.43, 38.68 ], [ -105.43, 38.73 ], [ -105.42, 38.74 ] ] ] }, "raw_probability": 0.0422, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0422, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d23f7179822398b2bbeaf93e6f3083af802576a6e0ec378cf53c314d91f9acf", "signature": { "alg": "ed25519", "sig": "2506919a566dd346551d04c558898ba3c655d1d8f7a2e095ec78943f179c9b54c07ba7c64d8582faa4828d698f3a3b381f5702fcf2c10dfae4a3d5fd4c48bf01" } }, "receipt_sha256": "5d23f7179822398b2bbeaf93e6f3083af802576a6e0ec378cf53c314d91f9acf" }, { "storm_id": "372357", "lat": 34.471, "lon": -111.959, "motion_east": 5.0, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 644.0, "ebshear": 17.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.54, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 29.6936 }, { "name": "alignment", "value": 0.7834 }, { "name": "tau", "value": 0.3862 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0415 }, "coherence_score": 0.3862442970275879, "coherence_diagnostics": { "tau": 0.3862442970275879, "grad_tau": 0.21710745990276337, "torsion": 0.0, "alignment": 0.7834084630012512, "S_field": 0.17211459577083588, "Gamma_field": 1.0228214263916016, "S_over_Gamma": 0.16827432811260223, "Da": 63.76630401611328, "E_coh": 0.6781629920005798, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.97, 34.51 ], [ -111.94, 34.51 ], [ -111.92, 34.49 ], [ -111.92, 34.45 ], [ -111.93, 34.44 ], [ -111.96, 34.44 ], [ -111.98, 34.43 ], [ -112.0, 34.45 ], [ -112.0, 34.48 ], [ -111.97, 34.51 ] ] ] }, "raw_probability": 0.0415, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0415, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "637be1ac11ffde4c9d0d815a450b11402c6702a26f7dc66ad44602a386e3598a", "signature": { "alg": "ed25519", "sig": "63049e4a6994cb30c6998674a80cc6603690d226b7b90bbf08725c2ab2c445890ca1380dd04157ccbceacf65cff94cb891e67d2b66d02cc515a9397f675d780a" } }, "receipt_sha256": "637be1ac11ffde4c9d0d815a450b11402c6702a26f7dc66ad44602a386e3598a" }, { "storm_id": "371842", "lat": 35.923, "lon": -106.334, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 917.0, "ebshear": 19.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 24.0686 }, { "name": "alignment", "value": 2.3923 }, { "name": "tau", "value": 0.4734 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0413 }, "coherence_score": 0.4733952283859253, "coherence_diagnostics": { "tau": 0.4733952283859253, "grad_tau": 0.02726428210735321, "torsion": 0.0, "alignment": 2.392348051071167, "S_field": 0.2769007682800293, "Gamma_field": 0.5969881415367126, "S_over_Gamma": 0.4638296067714691, "Da": 36.01192092895508, "E_coh": 0.9164745211601257, "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": [ [ [ -106.34, 35.96 ], [ -106.31, 35.95 ], [ -106.29, 35.93 ], [ -106.29, 35.9 ], [ -106.31, 35.88 ], [ -106.36, 35.88 ], [ -106.37, 35.89 ], [ -106.37, 35.93 ], [ -106.36, 35.95 ], [ -106.34, 35.96 ] ] ] }, "raw_probability": 0.0413, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0413, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f29918ef1eb058e5aabecef7830fa237360e1b504568ccdf4d475b48210aaf04", "signature": { "alg": "ed25519", "sig": "a6d6c28a7d519421d6c84b8600fb05b987fc5c0b42973eddcacb7248ed563b3824d58a8ad68c9698abf67cacf5f3e24c840e936e1623f32b2e177f34ed34d004" } }, "receipt_sha256": "f29918ef1eb058e5aabecef7830fa237360e1b504568ccdf4d475b48210aaf04" }, { "storm_id": "372141", "lat": 33.316, "lon": -86.3204, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2629.0, "ebshear": 25.0, "srh01": 12.0, "maxllaz": 0.003, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 36.9436 }, { "name": "alignment", "value": 1.5614 }, { "name": "tau", "value": 1.9653 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0408 }, "coherence_score": 1.9652764797210693, "coherence_diagnostics": { "tau": 1.9652764797210693, "grad_tau": 0.4704327881336212, "torsion": 0.0, "alignment": 1.5613720417022705, "S_field": 0.658296525478363, "Gamma_field": 0.44615480303764343, "S_over_Gamma": 1.4754890203475952, "Da": 28.231639862060547, "E_coh": 0.9127400517463684, "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, 33.36 ], [ -86.37, 33.36 ], [ -86.36, 33.36 ], [ -86.35, 33.36 ], [ -86.35, 33.35 ], [ -86.34, 33.34 ], [ -86.33, 33.35 ], [ -86.32, 33.35 ], [ -86.31, 33.35 ], [ -86.3, 33.35 ], [ -86.29, 33.34 ], [ -86.28, 33.34 ], [ -86.27, 33.34 ], [ -86.26, 33.34 ], [ -86.25, 33.33 ], [ -86.24, 33.33 ], [ -86.24, 33.32 ], [ -86.24, 33.31 ], [ -86.25, 33.3 ], [ -86.26, 33.3 ], [ -86.27, 33.29 ], [ -86.26, 33.28 ], [ -86.26, 33.27 ], [ -86.27, 33.26 ], [ -86.28, 33.26 ], [ -86.29, 33.26 ], [ -86.3, 33.26 ], [ -86.31, 33.26 ], [ -86.32, 33.26 ], [ -86.33, 33.27 ], [ -86.34, 33.28 ], [ -86.35, 33.29 ], [ -86.36, 33.29 ], [ -86.37, 33.29 ], [ -86.38, 33.29 ], [ -86.39, 33.29 ], [ -86.38, 33.3 ], [ -86.37, 33.31 ], [ -86.36, 33.31 ], [ -86.35, 33.32 ], [ -86.35, 33.33 ], [ -86.34, 33.34 ], [ -86.35, 33.35 ], [ -86.36, 33.35 ], [ -86.37, 33.35 ], [ -86.38, 33.35 ], [ -86.38, 33.36 ] ] ] }, "raw_probability": 0.0408, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0408, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "29c2defb4fc5509fecf27367acc62d650d7b7138ad6ca301aab1d5addd93cc42", "signature": { "alg": "ed25519", "sig": "a90e11684c88cd38d53cdbdfdcf1a36e54a3c96a9906d1005c9aabfc146621663a1cfbf52cf11ddb163b232e6db30e4242c2fdec108aac43660bc6c827f3ec00" } }, "receipt_sha256": "29c2defb4fc5509fecf27367acc62d650d7b7138ad6ca301aab1d5addd93cc42" }, { "storm_id": "372320", "lat": 45.3287, "lon": -77.7438, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1060.0, "ebshear": 19.0, "srh01": 13.0, "maxllaz": 0.003, "mesh": 0.3, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 1.8494 }, { "name": "tau", "value": 1.715 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0408 }, "coherence_score": 1.715022325515747, "coherence_diagnostics": { "tau": 1.715022325515747, "grad_tau": 0.19697034358978271, "torsion": 0.0, "alignment": 1.8494436740875244, "S_field": 0.5215120911598206, "Gamma_field": 0.17698810994625092, "S_over_Gamma": 2.946593999862671, "Da": 10.327864646911621, "E_coh": 0.8606964349746704, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.75, 45.37 ], [ -77.71, 45.37 ], [ -77.7, 45.31 ], [ -77.72, 45.29 ], [ -77.76, 45.29 ], [ -77.78, 45.3 ], [ -77.78, 45.33 ], [ -77.75, 45.37 ] ] ] }, "raw_probability": 0.0408, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0408, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "29c2defb4fc5509fecf27367acc62d650d7b7138ad6ca301aab1d5addd93cc42", "signature": { "alg": "ed25519", "sig": "a90e11684c88cd38d53cdbdfdcf1a36e54a3c96a9906d1005c9aabfc146621663a1cfbf52cf11ddb163b232e6db30e4242c2fdec108aac43660bc6c827f3ec00" } }, "receipt_sha256": "29c2defb4fc5509fecf27367acc62d650d7b7138ad6ca301aab1d5addd93cc42" }, { "storm_id": "372458", "lat": 35.1354, "lon": -107.6615, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 626.0, "ebshear": 12.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 25.6936 }, { "name": "alignment", "value": -0.6137 }, { "name": "tau", "value": 0.4726 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0408 }, "coherence_score": 0.4726356863975525, "coherence_diagnostics": { "tau": 0.4726356863975525, "grad_tau": 0.026428140699863434, "torsion": 0.0, "alignment": -0.6136686205863953, "S_field": 0.31720876693725586, "Gamma_field": 0.69948810338974, "S_over_Gamma": 0.45348700881004333, "Da": 43.54976272583008, "E_coh": 0.9656172394752502, "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": [ [ [ -107.68, 35.19 ], [ -107.64, 35.19 ], [ -107.64, 35.17 ], [ -107.62, 35.14 ], [ -107.63, 35.13 ], [ -107.63, 35.1 ], [ -107.64, 35.09 ], [ -107.65, 35.1 ], [ -107.68, 35.1 ], [ -107.69, 35.11 ], [ -107.71, 35.1 ], [ -107.71, 35.15 ], [ -107.68, 35.19 ] ] ] }, "raw_probability": 0.0408, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0408, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "29c2defb4fc5509fecf27367acc62d650d7b7138ad6ca301aab1d5addd93cc42", "signature": { "alg": "ed25519", "sig": "a90e11684c88cd38d53cdbdfdcf1a36e54a3c96a9906d1005c9aabfc146621663a1cfbf52cf11ddb163b232e6db30e4242c2fdec108aac43660bc6c827f3ec00" } }, "receipt_sha256": "29c2defb4fc5509fecf27367acc62d650d7b7138ad6ca301aab1d5addd93cc42" }, { "storm_id": "372378", "lat": 50.334, "lon": -117.808, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 875.0, "ebshear": 15.0, "srh01": 25.0, "maxllaz": 0.001, "mesh": 0.24, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 28.8186 }, { "name": "alignment", "value": 1.3558 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0401 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1808701604604721, "torsion": 0.0, "alignment": 1.3558292388916016, "S_field": 0.053117673844099045, "Gamma_field": 0.15032145380973816, "S_over_Gamma": 0.3533605635166168, "Da": 8.634100914001465, "E_coh": 0.3813183307647705, "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": [ [ [ -117.85, 50.39 ], [ -117.78, 50.36 ], [ -117.77, 50.35 ], [ -117.77, 50.33 ], [ -117.73, 50.31 ], [ -117.72, 50.29 ], [ -117.73, 50.28 ], [ -117.76, 50.28 ], [ -117.82, 50.31 ], [ -117.85, 50.31 ], [ -117.87, 50.32 ], [ -117.88, 50.33 ], [ -117.88, 50.38 ], [ -117.86, 50.38 ], [ -117.85, 50.39 ] ] ] }, "raw_probability": 0.0401, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0401, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d72102def1fc1915dab5e90fc2d454932e5e9f890d4b07c3fe3cf88ee1c1e893", "signature": { "alg": "ed25519", "sig": "e6a462d76c913dab93f252e6c26b89205c9f0092d456c080de248d46d95348e6064948c156bdf09333b2d901a2320b664e08f375b10e75a11c81f4faaae3b30b" } }, "receipt_sha256": "d72102def1fc1915dab5e90fc2d454932e5e9f890d4b07c3fe3cf88ee1c1e893" }, { "storm_id": "371801", "lat": 41.2957, "lon": -76.1157, "motion_east": 5.6, "motion_south": -1.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 792.0, "ebshear": 33.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 24.1936 }, { "name": "alignment", "value": 2.0754 }, { "name": "tau", "value": 1.4706 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0399 }, "coherence_score": 1.4705722332000732, "coherence_diagnostics": { "tau": 1.4705722332000732, "grad_tau": 0.13132739067077637, "torsion": 0.0, "alignment": 2.075387477874756, "S_field": 0.3920001685619354, "Gamma_field": 0.2878214716911316, "S_over_Gamma": 1.361956000328064, "Da": 16.00140380859375, "E_coh": 0.7952419519424438, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.12, 41.36 ], [ -76.06, 41.33 ], [ -76.06, 41.3 ], [ -76.05, 41.28 ], [ -76.06, 41.27 ], [ -76.09, 41.27 ], [ -76.11, 41.25 ], [ -76.15, 41.25 ], [ -76.16, 41.23 ], [ -76.18, 41.22 ], [ -76.18, 41.32 ], [ -76.15, 41.35 ], [ -76.13, 41.35 ], [ -76.12, 41.36 ] ] ] }, "raw_probability": 0.0399, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0399, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4b41cedaca32ec77432f633bd57d378cb467691f543a4803ffc065434dfc9833", "signature": { "alg": "ed25519", "sig": "25566804261b5f6ea0543d1767aa14c70da576aea6f0c5ef14f666f35c7fb175f192fd9e0d2487b3b0b7c0ad056593bff4057d301c41ccffb03003cf9b99e402" } }, "receipt_sha256": "4b41cedaca32ec77432f633bd57d378cb467691f543a4803ffc065434dfc9833" }, { "storm_id": "372472", "lat": 49.943, "lon": -119.343, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 613.0, "ebshear": 12.0, "srh01": 21.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 29.5686 }, { "name": "alignment", "value": 3.0433 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0398 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1672128438949585, "torsion": 0.0, "alignment": 3.0433292388916016, "S_field": 0.06489287316799164, "Gamma_field": 0.15032145380973816, "S_over_Gamma": 0.43169403076171875, "Da": 8.79574203491211, "E_coh": 0.4575709104537964, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -119.33, 49.99 ], [ -119.28, 49.99 ], [ -119.3, 49.97 ], [ -119.3, 49.94 ], [ -119.31, 49.92 ], [ -119.36, 49.89 ], [ -119.4, 49.89 ], [ -119.41, 49.9 ], [ -119.41, 49.95 ], [ -119.33, 49.99 ] ] ] }, "raw_probability": 0.0398, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0398, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8c8f0ccaaed799e1e03107b2d962bfddb6c5a06fe68438346b8b19a976e0a9f6", "signature": { "alg": "ed25519", "sig": "0ff868306960554e2b64d987cacf864e468e3a6bf0d9a2f910da74a4d1479ebf569e541f2d629cd46678521d7157d41e65786004ab843e67e9b390bb73ec9e04" } }, "receipt_sha256": "8c8f0ccaaed799e1e03107b2d962bfddb6c5a06fe68438346b8b19a976e0a9f6" }, { "storm_id": "372086", "lat": 34.5911, "lon": -107.3667, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 325.0, "ebshear": 12.0, "srh01": 26.0, "maxllaz": 0.004, "mesh": 0.45, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 21.1936 }, { "name": "alignment", "value": 0.3073 }, { "name": "tau", "value": 0.4185 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0397 }, "coherence_score": 0.4184569716453552, "coherence_diagnostics": { "tau": 0.4184569716453552, "grad_tau": 0.03469410166144371, "torsion": 0.0, "alignment": 0.3073076903820038, "S_field": 0.12548081576824188, "Gamma_field": 0.6253214478492737, "S_over_Gamma": 0.20066609978675842, "Da": 39.715232849121094, "E_coh": 0.8643099069595337, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.4, 34.63 ], [ -107.36, 34.63 ], [ -107.31, 34.57 ], [ -107.31, 34.56 ], [ -107.32, 34.55 ], [ -107.38, 34.55 ], [ -107.41, 34.58 ], [ -107.41, 34.62 ], [ -107.4, 34.63 ] ] ] }, "raw_probability": 0.0397, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0397, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b9ac0e29236afc9de36f93b0d6ed69acf053d757b1e27342ddce955f5239d852", "signature": { "alg": "ed25519", "sig": "b57a0bf5bfb3da081df3a72d3a70ddb20bb9150144fd8db8fe10d8179eede977c9759053b0625f06c1a456e3a343c20ef7c97c5a46946ead47815cabd9fe8b08" } }, "receipt_sha256": "b9ac0e29236afc9de36f93b0d6ed69acf053d757b1e27342ddce955f5239d852" }, { "storm_id": "372459", "lat": 34.121, "lon": -107.38, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 324.0, "ebshear": 12.0, "srh01": 22.0, "maxllaz": 0.001, "mesh": 0.17, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 23.8186 }, { "name": "alignment", "value": 1.8326 }, { "name": "tau", "value": 0.4128 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0394 }, "coherence_score": 0.4128432869911194, "coherence_diagnostics": { "tau": 0.4128432869911194, "grad_tau": 0.03613823652267456, "torsion": 0.0, "alignment": 1.8325830698013306, "S_field": 0.1939546763896942, "Gamma_field": 0.6244881749153137, "S_over_Gamma": 0.31058183312416077, "Da": 37.806121826171875, "E_coh": 0.8888463377952576, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.39, 34.16 ], [ -107.37, 34.16 ], [ -107.33, 34.11 ], [ -107.33, 34.1 ], [ -107.35, 34.08 ], [ -107.4, 34.08 ], [ -107.41, 34.09 ], [ -107.41, 34.13 ], [ -107.42, 34.14 ], [ -107.39, 34.16 ] ] ] }, "raw_probability": 0.0394, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0394, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a92eb7c661ce04122329ff1e64bd9ce1e580f52ccd21ed5f2837cce03343eb82", "signature": { "alg": "ed25519", "sig": "a91baa94cd3eef310522897c5562b2add405c3728fc25b8d3d33def5f6d5f15db331e84c56125ee7fd721fce3940699784b2ce5883786fc02cfe48baf1a3a40d" } }, "receipt_sha256": "a92eb7c661ce04122329ff1e64bd9ce1e580f52ccd21ed5f2837cce03343eb82" }, { "storm_id": "372525", "lat": 37.4467, "lon": -107.2178, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 808.0, "ebshear": 16.0, "srh01": 24.0, "maxllaz": 0.0, "mesh": 0.46, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 21.1936 }, { "name": "alignment", "value": -0.3319 }, { "name": "tau", "value": 0.4193 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0394 }, "coherence_score": 0.41932153701782227, "coherence_diagnostics": { "tau": 0.41932153701782227, "grad_tau": 0.020763488486409187, "torsion": 0.0, "alignment": -0.33191099762916565, "S_field": 0.21387368440628052, "Gamma_field": 0.6603214740753174, "S_over_Gamma": 0.323893278837204, "Da": 39.51054382324219, "E_coh": 0.8418667316436768, "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": [ [ [ -107.23, 37.48 ], [ -107.2, 37.48 ], [ -107.19, 37.47 ], [ -107.18, 37.43 ], [ -107.2, 37.4 ], [ -107.23, 37.4 ], [ -107.25, 37.42 ], [ -107.25, 37.46 ], [ -107.23, 37.48 ] ] ] }, "raw_probability": 0.0394, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0394, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a92eb7c661ce04122329ff1e64bd9ce1e580f52ccd21ed5f2837cce03343eb82", "signature": { "alg": "ed25519", "sig": "a91baa94cd3eef310522897c5562b2add405c3728fc25b8d3d33def5f6d5f15db331e84c56125ee7fd721fce3940699784b2ce5883786fc02cfe48baf1a3a40d" } }, "receipt_sha256": "a92eb7c661ce04122329ff1e64bd9ce1e580f52ccd21ed5f2837cce03343eb82" }, { "storm_id": "372491", "lat": 37.447, "lon": -106.53, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 529.0, "ebshear": 10.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.29, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 20.6936 }, { "name": "alignment", "value": 0.4576 }, { "name": "tau", "value": 0.4352 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0379 }, "coherence_score": 0.4351978600025177, "coherence_diagnostics": { "tau": 0.4351978600025177, "grad_tau": 0.03294387087225914, "torsion": 0.0, "alignment": 0.4576263427734375, "S_field": 0.2910628020763397, "Gamma_field": 0.57365483045578, "S_over_Gamma": 0.5073831677436829, "Da": 34.176795959472656, "E_coh": 0.9105489253997803, "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": [ [ [ -106.53, 37.47 ], [ -106.5, 37.47 ], [ -106.49, 37.46 ], [ -106.49, 37.43 ], [ -106.52, 37.41 ], [ -106.58, 37.4 ], [ -106.56, 37.44 ], [ -106.56, 37.46 ], [ -106.54, 37.46 ], [ -106.53, 37.47 ] ] ] }, "raw_probability": 0.0379, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "def19ff88083ed1ea579e9d8f44880bfc5a7373e1d0f16f875a4e103da851287", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0379, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "240981ab2652da4fb7f2a5416203d62d1376470830c1dfced828d3668dc5ce87", "signature": { "alg": "ed25519", "sig": "cddeafeccd0bf77110004c3a2ff24d10ac5c2d518d61d4787008744e21cbcee7dabad1826714fd1805c5b37d8dce6e3f8712bcbb00829245852b41a6e742100e" } }, "receipt_sha256": "240981ab2652da4fb7f2a5416203d62d1376470830c1dfced828d3668dc5ce87" }, { "storm_id": "371967", "lat": 49.9767, "lon": -117.898, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1244.0, "ebshear": 17.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.35, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 28.8186 }, { "name": "alignment", "value": 1.3558 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0366 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1808701604604721, "torsion": 0.0, "alignment": 1.3558292388916016, "S_field": 0.053117673844099045, "Gamma_field": 0.15032145380973816, "S_over_Gamma": 0.3533605635166168, "Da": 8.634100914001465, "E_coh": 0.3813183307647705, "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": [ [ [ -117.88, 50.01 ], [ -117.87, 50.0 ], [ -117.84, 50.0 ], [ -117.84, 49.95 ], [ -117.86, 49.95 ], [ -117.87, 49.96 ], [ -117.88, 49.95 ], [ -117.93, 49.95 ], [ -117.94, 49.94 ], [ -117.96, 49.95 ], [ -117.96, 49.99 ], [ -117.94, 49.99 ], [ -117.93, 50.0 ], [ -117.89, 50.0 ], [ -117.88, 50.01 ] ] ] }, "raw_probability": 0.0366, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0366, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eba0252c63c7d469eb68707c3e3e8959bbb6b05aad0d33e6aebd2a86be10ac20", "signature": { "alg": "ed25519", "sig": "b3d7ef36048b86e74d10355a2fcc2962693855290bf9504fb54336b50d54ce8aba71ae2fec1cc16e389372b9b70c5ef1a8ade30d8dfc654d739958f83455f10f" } }, "receipt_sha256": "eba0252c63c7d469eb68707c3e3e8959bbb6b05aad0d33e6aebd2a86be10ac20" }, { "storm_id": "372234", "lat": 37.9078, "lon": -105.8633, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 394.0, "ebshear": 15.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.64, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 21.9436 }, { "name": "alignment", "value": 0.605 }, { "name": "tau", "value": 0.4367 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0365 }, "coherence_score": 0.43671053647994995, "coherence_diagnostics": { "tau": 0.43671053647994995, "grad_tau": 0.03473464399576187, "torsion": 0.0, "alignment": 0.6049863696098328, "S_field": 0.24858137965202332, "Gamma_field": 0.6228214502334595, "S_over_Gamma": 0.39912140369415283, "Da": 37.3470344543457, "E_coh": 0.8934160470962524, "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": [ [ [ -105.87, 37.94 ], [ -105.84, 37.94 ], [ -105.83, 37.93 ], [ -105.83, 37.88 ], [ -105.84, 37.87 ], [ -105.89, 37.87 ], [ -105.9, 37.88 ], [ -105.9, 37.92 ], [ -105.87, 37.94 ] ] ] }, "raw_probability": 0.0365, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0365, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8f995f32cae2f7fcc188f936ee7a8ce8b7ad37214cee0ff6eb57fee85c88dbe0", "signature": { "alg": "ed25519", "sig": "00f5b828571c3a6415150ccb01947e326a9f86cfa51a52fb55846a27b0674eae50389c71ca060ff7a0c61b2ba616b275a00c7f5823f9adefe864c7bbeb263000" } }, "receipt_sha256": "8f995f32cae2f7fcc188f936ee7a8ce8b7ad37214cee0ff6eb57fee85c88dbe0" }, { "storm_id": "372452", "lat": 37.8813, "lon": -109.4137, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260823_200040 UTC", "tornado_probability": 0.0007, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 805.0, "ebshear": 18.0, "srh01": 18.0, "maxllaz": 0.002, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 14.4436 }, { "name": "alignment", "value": 0.5686 }, { "name": "tau", "value": 0.3282 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0353 }, "coherence_score": 0.32818570733070374, "coherence_diagnostics": { "tau": 0.32818570733070374, "grad_tau": 0.07088524103164673, "torsion": 0.0, "alignment": 0.5685526728630066, "S_field": 0.08747544139623642, "Gamma_field": 0.58948814868927, "S_over_Gamma": 0.1483922004699707, "Da": 35.573326110839844, "E_coh": 0.06938199698925018, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -109.42, 37.91 ], [ -109.39, 37.91 ], [ -109.38, 37.9 ], [ -109.38, 37.84 ], [ -109.45, 37.84 ], [ -109.45, 37.85 ], [ -109.42, 37.89 ], [ -109.42, 37.91 ] ] ] }, "raw_probability": 0.0353, "confidence_lo": 0.0007, "confidence_hi": 0.0007, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "83864493bab7231b4cc4c7b4d1dd0601764431ab804bbfd68a9782c6ee410e0e", "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b", "issued_at": "2026-08-23T20:17:45Z", "raw_probability": 0.0353, "probability": 0.000743, "confidence_lo": 0.000731, "confidence_hi": 0.000743, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c86b5820a8d7b1e9126b8e7979dbc0d399fc14a71095800b53a13bd7045d2596", "signature": { "alg": "ed25519", "sig": "23e933a96c5c253694129dffffe675abe076d9ab65dfe8bdf6852af295f39afa5c4c15064f266e10fdb0a0ac5600029a57a2b8100b27b1a5d127b4b5a5a3ab0a" } }, "receipt_sha256": "c86b5820a8d7b1e9126b8e7979dbc0d399fc14a71095800b53a13bd7045d2596" } ] }