{ "forecast_id": "to_fcst_20260708_1632", "hazard": "tornado", "issued_at": "2026-07-08T16:32:49Z", "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": 113, "top_probability": 0.0074, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "843553", "lat": 43.4225, "lon": -87.715, "motion_east": 6.7, "motion_south": 3.1, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0074, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1575.0, "ebshear": 18.0, "srh01": 60.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 44.5244 }, { "name": "alignment", "value": -9.7229 }, { "name": "tau", "value": 1.0594 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4654 }, "coherence_score": 1.059377908706665, "coherence_diagnostics": { "tau": 1.059377908706665, "grad_tau": 0.0755850300192833, "torsion": 0.0, "alignment": -9.722906112670898, "S_field": 0.3980778455734253, "Gamma_field": 0.4533374011516571, "S_over_Gamma": 0.8781050443649292, "Da": 26.01340103149414, "E_coh": 0.20657475292682648, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.73, 43.45 ], [ -87.69, 43.45 ], [ -87.68, 43.44 ], [ -87.68, 43.38 ], [ -87.73, 43.38 ], [ -87.74, 43.39 ], [ -87.74, 43.44 ], [ -87.73, 43.45 ] ] ] }, "raw_probability": 0.4654, "confidence_lo": 0.0072, "confidence_hi": 0.0074, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "fa69d92f5534a2a36ac3b2999a0d8ea66277a79748a3e57ed528d980fa1baa01", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.4654, "probability": 0.007384, "confidence_lo": 0.007248, "confidence_hi": 0.007385, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2880f8c27575dab815c0c4f531039413f72a8fe7699ef8e68c56ce73afe5d1ff" }, "receipt_sha256": "2880f8c27575dab815c0c4f531039413f72a8fe7699ef8e68c56ce73afe5d1ff" }, { "storm_id": "843552", "lat": 43.6286, "lon": -87.5071, "motion_east": 8.4, "motion_south": 5.3, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0074, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1266.0, "ebshear": 24.0, "srh01": 56.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 44.5244 }, { "name": "alignment", "value": -9.7229 }, { "name": "tau", "value": 1.0594 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4543 }, "coherence_score": 1.059377908706665, "coherence_diagnostics": { "tau": 1.059377908706665, "grad_tau": 0.0755850300192833, "torsion": 0.0, "alignment": -9.722906112670898, "S_field": 0.3980778455734253, "Gamma_field": 0.4533374011516571, "S_over_Gamma": 0.8781050443649292, "Da": 26.01340103149414, "E_coh": 0.20657475292682648, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.41, 43.73 ], [ -87.38, 43.69 ], [ -87.38, 43.66 ], [ -87.4, 43.64 ], [ -87.4, 43.63 ], [ -87.42, 43.61 ], [ -87.47, 43.61 ], [ -87.49, 43.6 ], [ -87.55, 43.53 ], [ -87.58, 43.53 ], [ -87.6, 43.55 ], [ -87.6, 43.58 ], [ -87.59, 43.59 ], [ -87.6, 43.61 ], [ -87.59, 43.63 ], [ -87.58, 43.63 ], [ -87.56, 43.65 ], [ -87.56, 43.66 ], [ -87.55, 43.66 ], [ -87.53, 43.68 ], [ -87.41, 43.73 ] ] ] }, "raw_probability": 0.4543, "confidence_lo": 0.0072, "confidence_hi": 0.0074, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "5131ff7281cda48f520fc8f078acdd116610601f2183414d3d4f4bd0dfaa98b8", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.4543, "probability": 0.007384, "confidence_lo": 0.007248, "confidence_hi": 0.007385, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "57eab0c52a2634938cb3fab701f9e67e547d4610ab3f8864b6e275ce1169a42f" }, "receipt_sha256": "57eab0c52a2634938cb3fab701f9e67e547d4610ab3f8864b6e275ce1169a42f" }, { "storm_id": "842781", "lat": 43.3082, "lon": -88.2773, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0037, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1964.0, "ebshear": 17.0, "srh01": 40.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 44.5244 }, { "name": "alignment", "value": -9.7229 }, { "name": "tau", "value": 1.0594 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.293 }, "coherence_score": 1.059377908706665, "coherence_diagnostics": { "tau": 1.059377908706665, "grad_tau": 0.0755850300192833, "torsion": 0.0, "alignment": -9.722906112670898, "S_field": 0.3980778455734253, "Gamma_field": 0.4533374011516571, "S_over_Gamma": 0.8781050443649292, "Da": 26.01340103149414, "E_coh": 0.20657475292682648, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.3, 43.37 ], [ -88.26, 43.35 ], [ -88.21, 43.3 ], [ -88.21, 43.24 ], [ -88.23, 43.23 ], [ -88.26, 43.23 ], [ -88.31, 43.27 ], [ -88.33, 43.31 ], [ -88.33, 43.36 ], [ -88.31, 43.36 ], [ -88.3, 43.37 ] ] ] }, "raw_probability": 0.293, "confidence_lo": 0.0033, "confidence_hi": 0.0037, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "853f7b12a65aeb8f59640b3e19299bade853e1ecb7bbc23587b1141265ac943c", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.293, "probability": 0.003664, "confidence_lo": 0.003257, "confidence_hi": 0.003665, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4e0f127ab27744f09cdaac43dbe62388982232a7da6fff9726740e2a70a273a0" }, "receipt_sha256": "4e0f127ab27744f09cdaac43dbe62388982232a7da6fff9726740e2a70a273a0" }, { "storm_id": "843578", "lat": 36.107, "lon": -76.294, "motion_east": 3.0, "motion_south": 5.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2597.0, "ebshear": 31.0, "srh01": 52.0, "maxllaz": 0.001, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 45.8994 }, { "name": "alignment", "value": 1.7738 }, { "name": "tau", "value": 2.8629 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.155 }, "coherence_score": 2.8629086017608643, "coherence_diagnostics": { "tau": 2.8629086017608643, "grad_tau": 0.2904413938522339, "torsion": 0.0, "alignment": 1.7738374471664429, "S_field": 1.0155309438705444, "Gamma_field": 0.22667072713375092, "S_over_Gamma": 4.480203151702881, "Da": 13.263778686523438, "E_coh": 0.962420642375946, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.29, 36.13 ], [ -76.26, 36.13 ], [ -76.23, 36.09 ], [ -76.24, 36.08 ], [ -76.33, 36.08 ], [ -76.34, 36.09 ], [ -76.33, 36.1 ], [ -76.33, 36.12 ], [ -76.3, 36.12 ], [ -76.29, 36.13 ] ] ] }, "raw_probability": 0.155, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "0f3158dbd6087627db274e627fb2f4c03412bea0f2ef7e97cc203d51e058d300", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.155, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "469b40362932317b61bf72b624dc09e8d0ebfe60ff6c2c3376b8a1943aa25351" }, "receipt_sha256": "469b40362932317b61bf72b624dc09e8d0ebfe60ff6c2c3376b8a1943aa25351" }, { "storm_id": "843609", "lat": 33.6533, "lon": -73.6556, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3095.0, "ebshear": 18.0, "srh01": 107.0, "maxllaz": 0.0, "mesh": 0.32, "flash_rate": 11.0, "top_features": [ { "name": "srh01", "value": 107.0 }, { "name": "hrrr_pwat", "value": 48.2744 }, { "name": "alignment", "value": 1.9672 }, { "name": "tau", "value": 4.2387 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1465 }, "coherence_score": 4.2386932373046875, "coherence_diagnostics": { "tau": 4.2386932373046875, "grad_tau": 0.6102550029754639, "torsion": 0.0, "alignment": 1.967179536819458, "S_field": 0.9171537160873413, "Gamma_field": 0.30833742022514343, "S_over_Gamma": 2.974513053894043, "Da": 19.860647201538086, "E_coh": 0.9469642043113708, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.73, 33.74 ], [ -73.68, 33.74 ], [ -73.63, 33.7 ], [ -73.58, 33.7 ], [ -73.56, 33.69 ], [ -73.54, 33.66 ], [ -73.55, 33.62 ], [ -73.58, 33.59 ], [ -73.6, 33.59 ], [ -73.61, 33.58 ], [ -73.65, 33.58 ], [ -73.68, 33.6 ], [ -73.71, 33.6 ], [ -73.73, 33.61 ], [ -73.75, 33.63 ], [ -73.75, 33.69 ], [ -73.74, 33.7 ], [ -73.73, 33.74 ] ] ] }, "raw_probability": 0.1465, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "5fe5d84f1024537fec2b91a695667a047352cf57685e9383766ddb265501118b", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1465, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d1d1a57a1099e77cda19681c4b6ea5ab934a3289f4edfc29a99733a8a7db794" }, "receipt_sha256": "2d1d1a57a1099e77cda19681c4b6ea5ab934a3289f4edfc29a99733a8a7db794" }, { "storm_id": "843287", "lat": 47.0376, "lon": -80.5835, "motion_east": 5.8, "motion_south": 2.5, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 227.0, "ebshear": 27.0, "srh01": 36.0, "maxllaz": 0.004, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 28.8994 }, { "name": "alignment", "value": 1.6405 }, { "name": "tau", "value": 0.6347 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1436 }, "coherence_score": 0.6347270011901855, "coherence_diagnostics": { "tau": 0.6347270011901855, "grad_tau": 0.1077304258942604, "torsion": 0.0, "alignment": 1.6404805183410645, "S_field": 0.2786397933959961, "Gamma_field": 0.22917072474956512, "S_over_Gamma": 1.215861201286316, "Da": 13.04081916809082, "E_coh": 0.338553786277771, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.8, 47.15 ], [ -80.79, 47.15 ], [ -80.79, 47.14 ], [ -80.77, 47.12 ], [ -80.75, 47.11 ], [ -80.72, 47.11 ], [ -80.69, 47.09 ], [ -80.67, 47.09 ], [ -80.65, 47.07 ], [ -80.61, 47.06 ], [ -80.6, 47.05 ], [ -80.57, 47.05 ], [ -80.55, 47.06 ], [ -80.53, 47.08 ], [ -80.53, 47.1 ], [ -80.48, 47.13 ], [ -80.44, 47.12 ], [ -80.43, 47.11 ], [ -80.4, 47.11 ], [ -80.39, 47.09 ], [ -80.37, 47.09 ], [ -80.34, 47.12 ], [ -80.29, 47.12 ], [ -80.28, 47.13 ], [ -80.25, 47.11 ], [ -80.24, 47.05 ], [ -80.25, 47.05 ], [ -80.27, 47.03 ], [ -80.31, 47.03 ], [ -80.34, 47.05 ], [ -80.37, 47.04 ], [ -80.39, 47.0 ], [ -80.45, 46.97 ], [ -80.46, 46.95 ], [ -80.51, 46.93 ], [ -80.53, 46.91 ], [ -80.57, 46.84 ], [ -80.59, 46.83 ], [ -80.67, 46.83 ], [ -80.71, 46.85 ], [ -80.73, 46.88 ], [ -80.72, 46.89 ], [ -80.72, 46.92 ], [ -80.71, 46.93 ], [ -80.7, 46.98 ], [ -80.74, 47.01 ], [ -80.77, 47.01 ], [ -80.78, 47.02 ], [ -80.83, 47.02 ], [ -80.84, 47.03 ], [ -80.84, 47.05 ], [ -80.86, 47.07 ], [ -80.85, 47.08 ], [ -80.85, 47.11 ], [ -80.8, 47.15 ] ] ] }, "raw_probability": 0.1436, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "87ff9ce20fd920330d3dce4389e63cf77355602286454c1fc8df152ee1dd3471", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1436, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "99359770eacdbf6457a481ce7f5ef69abdcb09ee2da121d0160abe3f3e5d4f67" }, "receipt_sha256": "99359770eacdbf6457a481ce7f5ef69abdcb09ee2da121d0160abe3f3e5d4f67" }, { "storm_id": "843604", "lat": 46.7923, "lon": -80.7938, "motion_east": 5.7, "motion_south": 2.4, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 299.0, "ebshear": 31.0, "srh01": 41.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 28.8994 }, { "name": "alignment", "value": 1.6405 }, { "name": "tau", "value": 0.6347 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1436 }, "coherence_score": 0.6347270011901855, "coherence_diagnostics": { "tau": 0.6347270011901855, "grad_tau": 0.1077304258942604, "torsion": 0.0, "alignment": 1.6404805183410645, "S_field": 0.2786397933959961, "Gamma_field": 0.22917072474956512, "S_over_Gamma": 1.215861201286316, "Da": 13.04081916809082, "E_coh": 0.338553786277771, "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": [ [ [ -80.79, 46.84 ], [ -80.76, 46.83 ], [ -80.73, 46.8 ], [ -80.74, 46.79 ], [ -80.74, 46.76 ], [ -80.75, 46.76 ], [ -80.77, 46.73 ], [ -80.85, 46.73 ], [ -80.88, 46.76 ], [ -80.88, 46.8 ], [ -80.84, 46.83 ], [ -80.8, 46.83 ], [ -80.79, 46.84 ] ] ] }, "raw_probability": 0.1436, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "87ff9ce20fd920330d3dce4389e63cf77355602286454c1fc8df152ee1dd3471", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1436, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "99359770eacdbf6457a481ce7f5ef69abdcb09ee2da121d0160abe3f3e5d4f67" }, "receipt_sha256": "99359770eacdbf6457a481ce7f5ef69abdcb09ee2da121d0160abe3f3e5d4f67" }, { "storm_id": "842857", "lat": 36.32, "lon": -76.3818, "motion_east": 3.0, "motion_south": 5.1, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1824.0, "ebshear": 31.0, "srh01": 39.0, "maxllaz": 0.003, "mesh": 0.31, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 45.8994 }, { "name": "alignment", "value": 1.7738 }, { "name": "tau", "value": 2.8629 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1315 }, "coherence_score": 2.8629086017608643, "coherence_diagnostics": { "tau": 2.8629086017608643, "grad_tau": 0.2904413938522339, "torsion": 0.0, "alignment": 1.7738374471664429, "S_field": 1.0155309438705444, "Gamma_field": 0.22667072713375092, "S_over_Gamma": 4.480203151702881, "Da": 13.263778686523438, "E_coh": 0.962420642375946, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.38, 36.41 ], [ -76.37, 36.4 ], [ -76.29, 36.4 ], [ -76.26, 36.38 ], [ -76.26, 36.32 ], [ -76.32, 36.28 ], [ -76.31, 36.24 ], [ -76.33, 36.23 ], [ -76.36, 36.23 ], [ -76.36, 36.25 ], [ -76.35, 36.26 ], [ -76.36, 36.27 ], [ -76.44, 36.27 ], [ -76.45, 36.28 ], [ -76.49, 36.28 ], [ -76.49, 36.3 ], [ -76.48, 36.31 ], [ -76.48, 36.35 ], [ -76.44, 36.37 ], [ -76.41, 36.4 ], [ -76.39, 36.4 ], [ -76.38, 36.41 ] ] ] }, "raw_probability": 0.1315, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "65808e0d76c05544c6d0dfab00309da38a1e59e652807e91cc09453bac9dfa7d", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1315, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a79e3cc90f57cbf29777bc571ad7f86ccf21559440d2b13a8510f9e1963addee" }, "receipt_sha256": "a79e3cc90f57cbf29777bc571ad7f86ccf21559440d2b13a8510f9e1963addee" }, { "storm_id": "843601", "lat": 50.808, "lon": -113.98, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 383.0, "ebshear": 20.0, "srh01": 96.0, "maxllaz": 0.009, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 23.7744 }, { "name": "alignment", "value": 8.9971 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.1229 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.26626062393188477, "torsion": 0.0, "alignment": 8.997072219848633, "S_field": 0.2621428370475769, "Gamma_field": 0.21417073905467987, "S_over_Gamma": 1.2239899635314941, "Da": 13.581940650939941, "E_coh": 0.3387760818004608, "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": [ [ [ -114.02, 50.84 ], [ -113.92, 50.84 ], [ -113.92, 50.76 ], [ -114.02, 50.76 ], [ -114.02, 50.84 ] ] ] }, "raw_probability": 0.1229, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "0b10b45a4b06a24adc90071545d0c2e859c0c1e2514dca6ff863565821e73e80", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1229, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ba95c9b15169456045613e8677f0ae9ff034468a51fd6ac7f102addc9f15cf2c" }, "receipt_sha256": "ba95c9b15169456045613e8677f0ae9ff034468a51fd6ac7f102addc9f15cf2c" }, { "storm_id": "843251", "lat": 41.9741, "lon": -96.6765, "motion_east": 4.2, "motion_south": 1.8, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1822.0, "ebshear": 21.0, "srh01": 79.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 79.0 }, { "name": "hrrr_pwat", "value": 34.7744 }, { "name": "alignment", "value": -4.3429 }, { "name": "tau", "value": 0.3688 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.118 }, "coherence_score": 0.36880266666412354, "coherence_diagnostics": { "tau": 0.36880266666412354, "grad_tau": 0.09123267233371735, "torsion": 0.0, "alignment": -4.3429083824157715, "S_field": 0.23122897744178772, "Gamma_field": 1.57833731174469, "S_over_Gamma": 0.14650161564350128, "Da": 89.2546615600586, "E_coh": 0.3838595747947693, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.75, 42.03 ], [ -96.7, 42.03 ], [ -96.69, 42.02 ], [ -96.57, 42.02 ], [ -96.54, 41.99 ], [ -96.54, 41.96 ], [ -96.55, 41.96 ], [ -96.59, 41.91 ], [ -96.64, 41.91 ], [ -96.66, 41.92 ], [ -96.69, 41.96 ], [ -96.72, 41.96 ], [ -96.73, 41.95 ], [ -96.78, 41.95 ], [ -96.8, 41.96 ], [ -96.8, 42.0 ], [ -96.75, 42.03 ] ] ] }, "raw_probability": 0.118, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a825d54ae541207d7f304f219fee2f42417dc7d161c3bf1d3a03a94e1d56b859", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.118, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f29f2855b79255257b2ea5541741e9a1a924c8a0a81eea09307baf8cc8837c06" }, "receipt_sha256": "f29f2855b79255257b2ea5541741e9a1a924c8a0a81eea09307baf8cc8837c06" }, { "storm_id": "843634", "lat": 37.3633, "lon": -80.1561, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0023, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1937.0, "ebshear": 16.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 47.8994 }, { "name": "alignment", "value": -2.4488 }, { "name": "tau", "value": 2.3132 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1167 }, "coherence_score": 2.3131680488586426, "coherence_diagnostics": { "tau": 2.3131680488586426, "grad_tau": 0.23874279856681824, "torsion": 0.0, "alignment": -2.44884991645813, "S_field": 0.6093922257423401, "Gamma_field": 0.17083740234375, "S_over_Gamma": 3.567089080810547, "Da": 10.373627662658691, "E_coh": 0.8889109492301941, "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": [ [ [ -80.18, 37.4 ], [ -80.17, 37.4 ], [ -80.16, 37.4 ], [ -80.15, 37.39 ], [ -80.14, 37.39 ], [ -80.14, 37.38 ], [ -80.15, 37.38 ], [ -80.16, 37.37 ], [ -80.16, 37.36 ], [ -80.15, 37.35 ], [ -80.14, 37.35 ], [ -80.13, 37.35 ], [ -80.12, 37.35 ], [ -80.11, 37.34 ], [ -80.1, 37.33 ], [ -80.11, 37.33 ], [ -80.12, 37.33 ], [ -80.13, 37.32 ], [ -80.14, 37.33 ], [ -80.15, 37.33 ], [ -80.16, 37.33 ], [ -80.17, 37.33 ], [ -80.17, 37.34 ], [ -80.16, 37.35 ], [ -80.16, 37.36 ], [ -80.17, 37.37 ], [ -80.18, 37.38 ], [ -80.19, 37.39 ], [ -80.2, 37.39 ], [ -80.21, 37.39 ], [ -80.2, 37.39 ], [ -80.19, 37.39 ], [ -80.18, 37.4 ] ] ] }, "raw_probability": 0.1167, "confidence_lo": 0.0023, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "87bb90f7504e6000c274b9be2ac7a3a3cb2b5881f44fd5bdf848be1c1ead83f8", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1167, "probability": 0.002319, "confidence_lo": 0.002286, "confidence_hi": 0.002319, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6b5009694884802fd6b6755b781d21c06adb69be7f1e5c184872aa1c0797956a" }, "receipt_sha256": "6b5009694884802fd6b6755b781d21c06adb69be7f1e5c184872aa1c0797956a" }, { "storm_id": "843550", "lat": 49.6256, "lon": -71.6589, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1286.0, "ebshear": 28.0, "srh01": 70.0, "maxllaz": 0.0, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 23.1494 }, { "name": "alignment", "value": -3.4404 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1051 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.19513589143753052, "torsion": 0.0, "alignment": -3.440427780151367, "S_field": 0.1566188484430313, "Gamma_field": 0.26000407338142395, "S_over_Gamma": 0.6023707389831543, "Da": 15.994165420532227, "E_coh": 0.7015219330787659, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.67, 49.67 ], [ -71.64, 49.67 ], [ -71.61, 49.65 ], [ -71.61, 49.6 ], [ -71.65, 49.57 ], [ -71.68, 49.57 ], [ -71.7, 49.59 ], [ -71.7, 49.64 ], [ -71.67, 49.67 ] ] ] }, "raw_probability": 0.1051, "confidence_lo": 0.0014, "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": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7adb05f5d40de2280f5889d8bbadf3db0545b0d5629dfbcc88f85bba7d317a48", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1051, "probability": 0.001793, "confidence_lo": 0.001438, "confidence_hi": 0.001794, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "97807ebf436a899c539de865d0727edf8ee1a26c807688a51207b0b82eb829b0" }, "receipt_sha256": "97807ebf436a899c539de865d0727edf8ee1a26c807688a51207b0b82eb829b0" }, { "storm_id": "843602", "lat": 49.9491, "lon": -71.5118, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0018, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1020.0, "ebshear": 28.0, "srh01": 70.0, "maxllaz": 0.0, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 23.1494 }, { "name": "alignment", "value": -3.4404 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1044 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.19513589143753052, "torsion": 0.0, "alignment": -3.440427780151367, "S_field": 0.1566188484430313, "Gamma_field": 0.26000407338142395, "S_over_Gamma": 0.6023707389831543, "Da": 15.994165420532227, "E_coh": 0.7015219330787659, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.5, 49.99 ], [ -71.48, 49.99 ], [ -71.46, 49.96 ], [ -71.48, 49.92 ], [ -71.51, 49.89 ], [ -71.54, 49.89 ], [ -71.56, 49.91 ], [ -71.56, 49.94 ], [ -71.53, 49.98 ], [ -71.51, 49.98 ], [ -71.5, 49.99 ] ] ] }, "raw_probability": 0.1044, "confidence_lo": 0.0014, "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": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bfb30463e1fcef5b4565ebcd5c36e7e0c1b10233ca3f91df8edbdd193a8e937f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1044, "probability": 0.001793, "confidence_lo": 0.001438, "confidence_hi": 0.001794, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "71ff3dced3634fc69831d953ec79672f032f6173b109018b86101ca7460c32e2" }, "receipt_sha256": "71ff3dced3634fc69831d953ec79672f032f6173b109018b86101ca7460c32e2" }, { "storm_id": "843532", "lat": 49.7927, "lon": -110.3609, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1082.0, "ebshear": 26.0, "srh01": 84.0, "maxllaz": 0.003, "mesh": 0.34, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 12.0244 }, { "name": "alignment", "value": -4.1279 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1036 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.31644707918167114, "torsion": 0.0, "alignment": -4.127927780151367, "S_field": 0.21373441815376282, "Gamma_field": 0.2616707384586334, "S_over_Gamma": 0.8168067336082458, "Da": 14.672270774841309, "E_coh": 0.3464382290840149, "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": [ [ [ -110.37, 49.82 ], [ -110.36, 49.81 ], [ -110.35, 49.82 ], [ -110.33, 49.82 ], [ -110.3, 49.79 ], [ -110.32, 49.77 ], [ -110.32, 49.76 ], [ -110.41, 49.76 ], [ -110.42, 49.77 ], [ -110.42, 49.78 ], [ -110.37, 49.82 ] ] ] }, "raw_probability": 0.1036, "confidence_lo": 0.0014, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6d0b49b7462a02d9c04a717148ac93a508b623eeaf47f1a6356dbc6a0b12c805", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1036, "probability": 0.001679, "confidence_lo": 0.001438, "confidence_hi": 0.001679, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5eb7c8da8f531a38cf8da0ff8e4d7d2dac37d0f711bf8fab8c2c5f50fda36429" }, "receipt_sha256": "5eb7c8da8f531a38cf8da0ff8e4d7d2dac37d0f711bf8fab8c2c5f50fda36429" }, { "storm_id": "843627", "lat": 48.74, "lon": -75.853, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0017, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 903.0, "ebshear": 40.0, "srh01": 92.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 92.0 }, { "name": "hrrr_pwat", "value": 32.6494 }, { "name": "alignment", "value": -5.1688 }, { "name": "tau", "value": 0.3115 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1033 }, "coherence_score": 0.31153857707977295, "coherence_diagnostics": { "tau": 0.31153857707977295, "grad_tau": 0.22875332832336426, "torsion": 0.0, "alignment": -5.168758392333984, "S_field": 0.29002317786216736, "Gamma_field": 0.4491707384586334, "S_over_Gamma": 0.6456858515739441, "Da": 26.753677368164062, "E_coh": 0.39100632071495056, "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": [ [ [ -75.87, 48.78 ], [ -75.82, 48.78 ], [ -75.81, 48.77 ], [ -75.81, 48.72 ], [ -75.82, 48.71 ], [ -75.84, 48.7 ], [ -75.89, 48.7 ], [ -75.9, 48.71 ], [ -75.9, 48.75 ], [ -75.87, 48.78 ] ] ] }, "raw_probability": 0.1033, "confidence_lo": 0.0014, "confidence_hi": 0.0017, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f5c211fea5236c20959772d8c060cc76b0f93cea36d04e18d2f21d25ea6d741a", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.1033, "probability": 0.001679, "confidence_lo": 0.001438, "confidence_hi": 0.001679, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "da1d278b8b442139377e9abab047eb40fe6510ab4d39c17aac29218829b6327a" }, "receipt_sha256": "da1d278b8b442139377e9abab047eb40fe6510ab4d39c17aac29218829b6327a" }, { "storm_id": "843408", "lat": 37.11, "lon": -79.9529, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2051.0, "ebshear": 21.0, "srh01": 35.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 37.2744 }, { "name": "alignment", "value": -1.3235 }, { "name": "tau", "value": 2.4511 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0941 }, "coherence_score": 2.451141834259033, "coherence_diagnostics": { "tau": 2.451141834259033, "grad_tau": 0.12213490903377533, "torsion": 0.0, "alignment": -1.3234562873840332, "S_field": 0.3264354467391968, "Gamma_field": 0.17417073249816895, "S_over_Gamma": 1.8742268085479736, "Da": 10.639982223510742, "E_coh": 0.7639323472976685, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.96, 37.15 ], [ -79.92, 37.15 ], [ -79.93, 37.11 ], [ -79.9, 37.08 ], [ -79.93, 37.06 ], [ -79.95, 37.07 ], [ -80.0, 37.07 ], [ -79.97, 37.08 ], [ -79.95, 37.1 ], [ -79.95, 37.12 ], [ -79.96, 37.13 ], [ -79.98, 37.13 ], [ -79.98, 37.14 ], [ -79.96, 37.15 ] ] ] }, "raw_probability": 0.0941, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7094a1ac8f159323158c1904c4e0fcb4fcff5d3ca0a19ddcf5116b95980e1fa0", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0941, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "acb80cfc45833f999b143ad1a35240310cbabaa876caf13669c90b5e02b99457" }, "receipt_sha256": "acb80cfc45833f999b143ad1a35240310cbabaa876caf13669c90b5e02b99457" }, { "storm_id": "843434", "lat": 29.4209, "lon": -86.7509, "motion_east": 2.7, "motion_south": 2.5, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4404.0, "ebshear": 16.0, "srh01": 18.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 46.3994 }, { "name": "alignment", "value": -3.1255 }, { "name": "tau", "value": 4.703 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0855 }, "coherence_score": 4.703029632568359, "coherence_diagnostics": { "tau": 4.703029632568359, "grad_tau": 0.3608854413032532, "torsion": 0.0, "alignment": -3.125453233718872, "S_field": 1.5434691905975342, "Gamma_field": 0.19750407338142395, "S_over_Gamma": 7.814872741699219, "Da": 11.95185375213623, "E_coh": 0.9477140307426453, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.74, 29.5 ], [ -86.72, 29.5 ], [ -86.71, 29.49 ], [ -86.67, 29.49 ], [ -86.64, 29.45 ], [ -86.64, 29.42 ], [ -86.65, 29.42 ], [ -86.67, 29.4 ], [ -86.69, 29.4 ], [ -86.71, 29.38 ], [ -86.74, 29.38 ], [ -86.77, 29.36 ], [ -86.81, 29.36 ], [ -86.82, 29.35 ], [ -86.83, 29.36 ], [ -86.84, 29.35 ], [ -86.84, 29.37 ], [ -86.82, 29.4 ], [ -86.83, 29.42 ], [ -86.82, 29.44 ], [ -86.79, 29.47 ], [ -86.78, 29.47 ], [ -86.74, 29.5 ] ] ] }, "raw_probability": 0.0855, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1eb63bb204afedd736a71ba18f1aa0d1cbb7a057cfa00c88c13f518d7a6ec496", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0855, "probability": 0.001446, "confidence_lo": 0.001347, "confidence_hi": 0.001446, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e515874beab66ceb2843020819130874186a1a61c02b4bbbe783483c5e816e6e" }, "receipt_sha256": "e515874beab66ceb2843020819130874186a1a61c02b4bbbe783483c5e816e6e" }, { "storm_id": "843019", "lat": 30.0707, "lon": -92.6073, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3658.0, "ebshear": 16.0, "srh01": 10.0, "maxllaz": 0.006, "mesh": 0.2, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 47.0244 }, { "name": "alignment", "value": -2.023 }, { "name": "tau", "value": 4.2513 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0713 }, "coherence_score": 4.251313209533691, "coherence_diagnostics": { "tau": 4.251313209533691, "grad_tau": 0.6661058664321899, "torsion": 0.0, "alignment": -2.0229763984680176, "S_field": 1.3109734058380127, "Gamma_field": 0.1683374047279358, "S_over_Gamma": 7.7877726554870605, "Da": 10.732935905456543, "E_coh": 0.9773044586181641, "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": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.63, 30.14 ], [ -92.58, 30.14 ], [ -92.56, 30.11 ], [ -92.56, 30.05 ], [ -92.55, 30.04 ], [ -92.56, 30.02 ], [ -92.59, 30.0 ], [ -92.6, 30.01 ], [ -92.63, 30.01 ], [ -92.65, 30.05 ], [ -92.64, 30.06 ], [ -92.65, 30.08 ], [ -92.64, 30.09 ], [ -92.64, 30.12 ], [ -92.63, 30.14 ] ] ] }, "raw_probability": 0.0713, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "aa471a7061ce9712ecff6bc319d6a410203833bf04e32485dd2d85acde89f317", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0713, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "60edeabd35844eb87664ccf121e81169dfda7c748c3480a601fb1b6d0e8a80e9" }, "receipt_sha256": "60edeabd35844eb87664ccf121e81169dfda7c748c3480a601fb1b6d0e8a80e9" }, { "storm_id": "843393", "lat": 37.25, "lon": -80.7067, "motion_east": 3.9, "motion_south": 2.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1674.0, "ebshear": 16.0, "srh01": 27.0, "maxllaz": 0.005, "mesh": 0.13, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 47.8994 }, { "name": "alignment", "value": -2.4488 }, { "name": "tau", "value": 2.3132 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0681 }, "coherence_score": 2.3131680488586426, "coherence_diagnostics": { "tau": 2.3131680488586426, "grad_tau": 0.23874279856681824, "torsion": 0.0, "alignment": -2.44884991645813, "S_field": 0.6093922257423401, "Gamma_field": 0.17083740234375, "S_over_Gamma": 3.567089080810547, "Da": 10.373627662658691, "E_coh": 0.8889109492301941, "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": [ [ [ -80.78, 37.31 ], [ -80.74, 37.31 ], [ -80.73, 37.3 ], [ -80.7, 37.3 ], [ -80.67, 37.28 ], [ -80.61, 37.27 ], [ -80.61, 37.23 ], [ -80.6, 37.21 ], [ -80.61, 37.21 ], [ -80.68, 37.16 ], [ -80.74, 37.16 ], [ -80.78, 37.21 ], [ -80.78, 37.24 ], [ -80.79, 37.25 ], [ -80.78, 37.31 ] ] ] }, "raw_probability": 0.0681, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "053795b3129597ba519cc7fd38d767cdc19d3d660c7924ef55b5fd6500bf66ce", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0681, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2f6aa526a601820c0245e1f377cfb3f662eac7f911f5c6b7436b75d19f0c3732" }, "receipt_sha256": "2f6aa526a601820c0245e1f377cfb3f662eac7f911f5c6b7436b75d19f0c3732" }, { "storm_id": "843610", "lat": 32.1986, "lon": -74.1571, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3951.0, "ebshear": 17.0, "srh01": 41.0, "maxllaz": 0.0, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 53.5244 }, { "name": "alignment", "value": 2.5317 }, { "name": "tau", "value": 5.0873 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0653 }, "coherence_score": 5.087276458740234, "coherence_diagnostics": { "tau": 5.087276458740234, "grad_tau": 0.366371750831604, "torsion": 0.0, "alignment": 2.531728744506836, "S_field": 1.4279273748397827, "Gamma_field": 0.20500406622886658, "S_over_Gamma": 6.96536111831665, "Da": 12.869458198547363, "E_coh": 0.9461235404014587, "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": [ [ [ -74.17, 32.25 ], [ -74.15, 32.25 ], [ -74.11, 32.23 ], [ -74.09, 32.21 ], [ -74.09, 32.2 ], [ -74.1, 32.19 ], [ -74.14, 32.19 ], [ -74.17, 32.16 ], [ -74.17, 32.15 ], [ -74.2, 32.14 ], [ -74.22, 32.16 ], [ -74.22, 32.18 ], [ -74.2, 32.22 ], [ -74.17, 32.25 ] ] ] }, "raw_probability": 0.0653, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3b2bb6cf17c779459ce54bfdebdab4219b5e56cf7ba22bcea803b42d7864a4a8", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0653, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b5c9cd540ce54cce52163ff87d818cbf769e667d10e0f96dc90c33656c9c9ed8" }, "receipt_sha256": "b5c9cd540ce54cce52163ff87d818cbf769e667d10e0f96dc90c33656c9c9ed8" }, { "storm_id": "843597", "lat": 29.4972, "lon": -91.6777, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3185.0, "ebshear": 15.0, "srh01": 5.0, "maxllaz": 0.0, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 49.2744 }, { "name": "alignment", "value": -1.585 }, { "name": "tau", "value": 4.8432 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0639 }, "coherence_score": 4.843198299407959, "coherence_diagnostics": { "tau": 4.843198299407959, "grad_tau": 0.3204452693462372, "torsion": 0.0, "alignment": -1.5850285291671753, "S_field": 1.6247081756591797, "Gamma_field": 0.19667072594165802, "S_over_Gamma": 8.26105785369873, "Da": 12.458932876586914, "E_coh": 0.9694303274154663, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.69, 29.57 ], [ -91.68, 29.57 ], [ -91.67, 29.57 ], [ -91.66, 29.57 ], [ -91.65, 29.57 ], [ -91.65, 29.56 ], [ -91.66, 29.55 ], [ -91.67, 29.54 ], [ -91.68, 29.53 ], [ -91.68, 29.52 ], [ -91.67, 29.51 ], [ -91.66, 29.5 ], [ -91.67, 29.49 ], [ -91.68, 29.48 ], [ -91.68, 29.47 ], [ -91.68, 29.46 ], [ -91.67, 29.45 ], [ -91.66, 29.44 ], [ -91.65, 29.43 ], [ -91.66, 29.43 ], [ -91.67, 29.42 ], [ -91.68, 29.42 ], [ -91.69, 29.42 ], [ -91.7, 29.42 ], [ -91.7, 29.43 ], [ -91.69, 29.44 ], [ -91.69, 29.45 ], [ -91.69, 29.46 ], [ -91.68, 29.47 ], [ -91.68, 29.48 ], [ -91.69, 29.49 ], [ -91.69, 29.5 ], [ -91.69, 29.51 ], [ -91.68, 29.52 ], [ -91.68, 29.53 ], [ -91.69, 29.54 ], [ -91.69, 29.55 ], [ -91.69, 29.56 ], [ -91.69, 29.57 ] ] ] }, "raw_probability": 0.0639, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0639, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6c93e0dfbd4c44e53fd49560ec39399ea6f667e78ac4c7e98413ff905350d5f6" }, "receipt_sha256": "6c93e0dfbd4c44e53fd49560ec39399ea6f667e78ac4c7e98413ff905350d5f6" }, { "storm_id": "843509", "lat": 38.1521, "lon": -78.1579, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1389.0, "ebshear": 19.0, "srh01": 34.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 45.2744 }, { "name": "alignment", "value": -0.6807 }, { "name": "tau", "value": 2.2212 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0633 }, "coherence_score": 2.2212090492248535, "coherence_diagnostics": { "tau": 2.2212090492248535, "grad_tau": 0.2719377875328064, "torsion": 0.0, "alignment": -0.6806546449661255, "S_field": 0.8076968789100647, "Gamma_field": 0.16667073965072632, "S_over_Gamma": 4.846062660217285, "Da": 10.266355514526367, "E_coh": 0.9486169219017029, "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": [ [ [ -78.15, 38.2 ], [ -78.13, 38.19 ], [ -78.13, 38.17 ], [ -78.14, 38.16 ], [ -78.14, 38.13 ], [ -78.13, 38.12 ], [ -78.14, 38.11 ], [ -78.18, 38.11 ], [ -78.19, 38.1 ], [ -78.2, 38.11 ], [ -78.18, 38.15 ], [ -78.19, 38.19 ], [ -78.16, 38.19 ], [ -78.15, 38.2 ] ] ] }, "raw_probability": 0.0633, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9f60df8b55a3e89c244a0f9a641b6ba640d17ba968636c349f116c511a4d18d0", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0633, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "84bd4395844c20bf7296f64acbbed9d6f987cfec9a0cad2e99e1844bbca9aa18" }, "receipt_sha256": "84bd4395844c20bf7296f64acbbed9d6f987cfec9a0cad2e99e1844bbca9aa18" }, { "storm_id": "843624", "lat": 48.8925, "lon": -79.1437, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 334.0, "ebshear": 27.0, "srh01": 52.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 28.3994 }, { "name": "alignment", "value": 0.6221 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0632 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3039708733558655, "torsion": 0.0, "alignment": 0.6220722198486328, "S_field": 0.1727544665336609, "Gamma_field": 0.2750040888786316, "S_over_Gamma": 0.6281887292861938, "Da": 15.517641067504883, "E_coh": 0.3221879303455353, "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": [ [ [ -79.16, 48.92 ], [ -79.1, 48.92 ], [ -79.09, 48.91 ], [ -79.11, 48.86 ], [ -79.15, 48.84 ], [ -79.19, 48.87 ], [ -79.19, 48.9 ], [ -79.16, 48.92 ] ] ] }, "raw_probability": 0.0632, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3c425722db0adbf8d672c663069744a660348e592bdcdf954015a7c6a6195ac1", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0632, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "da18b0074085aa0582ee1d2ff5d3fa2bdba030b53da57a5781e60d20df9a598a" }, "receipt_sha256": "da18b0074085aa0582ee1d2ff5d3fa2bdba030b53da57a5781e60d20df9a598a" }, { "storm_id": "843638", "lat": 35.7236, "lon": -83.1273, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1331.0, "ebshear": 23.0, "srh01": 27.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 44.5244 }, { "name": "alignment", "value": 1.1143 }, { "name": "tau", "value": 2.9422 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0625 }, "coherence_score": 2.942155122756958, "coherence_diagnostics": { "tau": 2.942155122756958, "grad_tau": 0.13636672496795654, "torsion": 0.0, "alignment": 1.1142593622207642, "S_field": 0.6987335681915283, "Gamma_field": 0.18417073786258698, "S_over_Gamma": 3.7939445972442627, "Da": 10.739117622375488, "E_coh": 0.88946932554245, "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": [ [ [ -83.16, 35.76 ], [ -83.13, 35.76 ], [ -83.11, 35.74 ], [ -83.08, 35.74 ], [ -83.09, 35.72 ], [ -83.09, 35.69 ], [ -83.06, 35.66 ], [ -83.17, 35.66 ], [ -83.17, 35.73 ], [ -83.18, 35.74 ], [ -83.16, 35.76 ] ] ] }, "raw_probability": 0.0625, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0625, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c2d2a072e66be3f5caf43a1b0ab3a6460f0af8127e1319ddd3015d63b8ecef2" }, "receipt_sha256": "2c2d2a072e66be3f5caf43a1b0ab3a6460f0af8127e1319ddd3015d63b8ecef2" }, { "storm_id": "843488", "lat": 29.6255, "lon": -92.05, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3051.0, "ebshear": 15.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.19, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 49.2744 }, { "name": "alignment", "value": -1.585 }, { "name": "tau", "value": 4.8432 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0613 }, "coherence_score": 4.843198299407959, "coherence_diagnostics": { "tau": 4.843198299407959, "grad_tau": 0.3204452693462372, "torsion": 0.0, "alignment": -1.5850285291671753, "S_field": 1.6247081756591797, "Gamma_field": 0.19667072594165802, "S_over_Gamma": 8.26105785369873, "Da": 12.458932876586914, "E_coh": 0.9694303274154663, "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": [ [ [ -92.05, 29.67 ], [ -92.03, 29.66 ], [ -92.01, 29.63 ], [ -92.01, 29.58 ], [ -92.02, 29.57 ], [ -92.04, 29.59 ], [ -92.09, 29.59 ], [ -92.1, 29.6 ], [ -92.09, 29.66 ], [ -92.06, 29.66 ], [ -92.05, 29.67 ] ] ] }, "raw_probability": 0.0613, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0613, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aef4d223a221de3141b6f12c4759f421dc3d13f83ade1065e2b8da00e1d173f0" }, "receipt_sha256": "aef4d223a221de3141b6f12c4759f421dc3d13f83ade1065e2b8da00e1d173f0" }, { "storm_id": "843595", "lat": 29.7055, "lon": -86.1455, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3962.0, "ebshear": 12.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 42.8994 }, { "name": "alignment", "value": -1.7828 }, { "name": "tau", "value": 4.5335 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0612 }, "coherence_score": 4.533535003662109, "coherence_diagnostics": { "tau": 4.533535003662109, "grad_tau": 0.2433812916278839, "torsion": 0.0, "alignment": -1.7827563285827637, "S_field": 1.4019980430603027, "Gamma_field": 0.21583740413188934, "S_over_Gamma": 6.495621204376221, "Da": 13.02828311920166, "E_coh": 0.9562483429908752, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.15, 29.75 ], [ -86.13, 29.75 ], [ -86.12, 29.74 ], [ -86.08, 29.74 ], [ -86.07, 29.73 ], [ -86.09, 29.72 ], [ -86.09, 29.7 ], [ -86.1, 29.69 ], [ -86.12, 29.7 ], [ -86.13, 29.69 ], [ -86.13, 29.66 ], [ -86.14, 29.65 ], [ -86.13, 29.64 ], [ -86.21, 29.64 ], [ -86.23, 29.67 ], [ -86.22, 29.69 ], [ -86.22, 29.74 ], [ -86.21, 29.74 ], [ -86.19, 29.72 ], [ -86.15, 29.75 ] ] ] }, "raw_probability": 0.0612, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e6a9058ea9ac2f6f7dcbab112039b96d79bcbc0e1a62a652fad5f8d1ddafd5a7", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0612, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aaa8fd28fe030c1323b82dd28a60e50da7a5b1366affb01485c70d132b6270cc" }, "receipt_sha256": "aaa8fd28fe030c1323b82dd28a60e50da7a5b1366affb01485c70d132b6270cc" }, { "storm_id": "843567", "lat": 28.3177, "lon": -94.4623, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3189.0, "ebshear": 5.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 43.7744 }, { "name": "alignment", "value": 1.4419 }, { "name": "tau", "value": 3.9338 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0594 }, "coherence_score": 3.9338483810424805, "coherence_diagnostics": { "tau": 3.9338483810424805, "grad_tau": 0.686149537563324, "torsion": 0.0, "alignment": 1.4419173002243042, "S_field": 1.6329290866851807, "Gamma_field": 0.18167074024677277, "S_over_Gamma": 8.988398551940918, "Da": 10.600519180297852, "E_coh": 0.9783316850662231, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.44, 28.36 ], [ -94.42, 28.36 ], [ -94.42, 28.34 ], [ -94.41, 28.33 ], [ -94.44, 28.28 ], [ -94.43, 28.27 ], [ -94.44, 28.26 ], [ -94.52, 28.26 ], [ -94.52, 28.31 ], [ -94.53, 28.32 ], [ -94.53, 28.34 ], [ -94.47, 28.34 ], [ -94.44, 28.36 ] ] ] }, "raw_probability": 0.0594, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "353fa0a45dc4a6ca6583c44c26871bcff55e4e50fea5a994f24ae929679b3e26", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0594, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f8a19c6dde6ed822cc10d28630ae0d2f84c902fc64e4e495499a755b1f6af0f7" }, "receipt_sha256": "f8a19c6dde6ed822cc10d28630ae0d2f84c902fc64e4e495499a755b1f6af0f7" }, { "storm_id": "843622", "lat": 49.0189, "lon": -76.8167, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 702.0, "ebshear": 45.0, "srh01": 35.0, "maxllaz": 0.013, "mesh": 0.29, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 28.2744 }, { "name": "alignment", "value": -1.0029 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.013 } ], "model_scores": { "gbt_prob": 0.0577 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.35917574167251587, "torsion": 0.0, "alignment": -1.0029277801513672, "S_field": 0.3576958477497101, "Gamma_field": 0.29917076230049133, "S_over_Gamma": 1.1956243515014648, "Da": 17.3727970123291, "E_coh": 0.6157217621803284, "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": [ [ [ -76.84, 49.05 ], [ -76.78, 49.05 ], [ -76.77, 49.04 ], [ -76.77, 48.99 ], [ -76.79, 48.98 ], [ -76.84, 48.98 ], [ -76.86, 48.99 ], [ -76.86, 49.04 ], [ -76.84, 49.05 ] ] ] }, "raw_probability": 0.0577, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "39822baf8d3064ca53fa55f0ea681159bfcb3a4e3dbb56000d21814ee7b2dc9d", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0577, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "14858b5d3001662c958094d067bea494269dc9c0585bf1423dbed04efbae9dd8" }, "receipt_sha256": "14858b5d3001662c958094d067bea494269dc9c0585bf1423dbed04efbae9dd8" }, { "storm_id": "843616", "lat": 49.5015, "lon": -77.992, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 393.0, "ebshear": 31.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 27.3994 }, { "name": "alignment", "value": -1.3779 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0559 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3489248752593994, "torsion": 0.0, "alignment": -1.3779277801513672, "S_field": 0.18017762899398804, "Gamma_field": 0.25083741545677185, "S_over_Gamma": 0.718304455280304, "Da": 14.18302059173584, "E_coh": 0.3293324410915375, "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": [ [ [ -78.07, 49.58 ], [ -78.01, 49.58 ], [ -77.99, 49.57 ], [ -77.98, 49.55 ], [ -77.98, 49.52 ], [ -77.96, 49.5 ], [ -77.93, 49.5 ], [ -77.92, 49.49 ], [ -77.93, 49.47 ], [ -77.9, 49.42 ], [ -77.93, 49.4 ], [ -77.95, 49.4 ], [ -77.98, 49.43 ], [ -77.98, 49.47 ], [ -78.0, 49.49 ], [ -78.04, 49.49 ], [ -78.06, 49.5 ], [ -78.08, 49.52 ], [ -78.08, 49.57 ], [ -78.07, 49.58 ] ] ] }, "raw_probability": 0.0559, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0559, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9664de554b57b1294a157d569c22dfbc139dd2484c0d8a8ba62c41cade8dc7bc" }, "receipt_sha256": "9664de554b57b1294a157d569c22dfbc139dd2484c0d8a8ba62c41cade8dc7bc" }, { "storm_id": "843639", "lat": 35.3311, "lon": -89.5517, "motion_east": 3.9, "motion_south": 2.6, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2877.0, "ebshear": 11.0, "srh01": 33.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 29.1494 }, { "name": "alignment", "value": 2.1757 }, { "name": "tau", "value": 1.6078 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0552 }, "coherence_score": 1.6078252792358398, "coherence_diagnostics": { "tau": 1.6078252792358398, "grad_tau": 0.2433238923549652, "torsion": 0.0, "alignment": 2.1756720542907715, "S_field": 0.36629050970077515, "Gamma_field": 0.3391707241535187, "S_over_Gamma": 1.0799591541290283, "Da": 21.563867568969727, "E_coh": 0.922804057598114, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.57, 35.39 ], [ -89.49, 35.39 ], [ -89.48, 35.38 ], [ -89.5, 35.34 ], [ -89.49, 35.33 ], [ -89.49, 35.31 ], [ -89.51, 35.31 ], [ -89.52, 35.3 ], [ -89.56, 35.3 ], [ -89.57, 35.29 ], [ -89.58, 35.3 ], [ -89.59, 35.29 ], [ -89.62, 35.29 ], [ -89.62, 35.31 ], [ -89.61, 35.31 ], [ -89.58, 35.35 ], [ -89.58, 35.38 ], [ -89.57, 35.39 ] ] ] }, "raw_probability": 0.0552, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0552, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "896ead27bb40484a7ff7a241a6911df5a023778f65e3eb1c732c5e329337a3b8" }, "receipt_sha256": "896ead27bb40484a7ff7a241a6911df5a023778f65e3eb1c732c5e329337a3b8" }, { "storm_id": "843617", "lat": 49.3417, "lon": -77.38, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 748.0, "ebshear": 43.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 27.3994 }, { "name": "alignment", "value": -1.3779 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0525 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3489248752593994, "torsion": 0.0, "alignment": -1.3779277801513672, "S_field": 0.18017762899398804, "Gamma_field": 0.25083741545677185, "S_over_Gamma": 0.718304455280304, "Da": 14.18302059173584, "E_coh": 0.3293324410915375, "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": [ [ [ -77.45, 49.4 ], [ -77.43, 49.39 ], [ -77.43, 49.37 ], [ -77.41, 49.35 ], [ -77.37, 49.38 ], [ -77.36, 49.37 ], [ -77.34, 49.38 ], [ -77.32, 49.37 ], [ -77.27, 49.37 ], [ -77.27, 49.36 ], [ -77.24, 49.33 ], [ -77.23, 49.33 ], [ -77.23, 49.31 ], [ -77.26, 49.31 ], [ -77.27, 49.3 ], [ -77.33, 49.3 ], [ -77.34, 49.29 ], [ -77.38, 49.29 ], [ -77.39, 49.3 ], [ -77.39, 49.32 ], [ -77.41, 49.34 ], [ -77.42, 49.34 ], [ -77.48, 49.28 ], [ -77.52, 49.28 ], [ -77.54, 49.31 ], [ -77.53, 49.36 ], [ -77.5, 49.39 ], [ -77.46, 49.39 ], [ -77.45, 49.4 ] ] ] }, "raw_probability": 0.0525, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0525, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "396e0c0cff32184d58471fed364efbd58b3fcd0318579999d6c2d1b5949ebba4" }, "receipt_sha256": "396e0c0cff32184d58471fed364efbd58b3fcd0318579999d6c2d1b5949ebba4" }, { "storm_id": "843618", "lat": 49.1757, "lon": -77.1881, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 651.0, "ebshear": 40.0, "srh01": 17.0, "maxllaz": 0.003, "mesh": 0.21, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 27.3994 }, { "name": "alignment", "value": -1.3779 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0525 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3489248752593994, "torsion": 0.0, "alignment": -1.3779277801513672, "S_field": 0.18017762899398804, "Gamma_field": 0.25083741545677185, "S_over_Gamma": 0.718304455280304, "Da": 14.18302059173584, "E_coh": 0.3293324410915375, "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": [ [ [ -77.2, 49.25 ], [ -77.17, 49.25 ], [ -77.15, 49.24 ], [ -77.13, 49.22 ], [ -77.13, 49.2 ], [ -77.12, 49.19 ], [ -77.12, 49.15 ], [ -77.13, 49.13 ], [ -77.15, 49.11 ], [ -77.17, 49.11 ], [ -77.18, 49.1 ], [ -77.19, 49.11 ], [ -77.2, 49.1 ], [ -77.21, 49.11 ], [ -77.26, 49.12 ], [ -77.28, 49.15 ], [ -77.28, 49.2 ], [ -77.24, 49.22 ], [ -77.23, 49.24 ], [ -77.21, 49.24 ], [ -77.2, 49.25 ] ] ] }, "raw_probability": 0.0525, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0525, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "396e0c0cff32184d58471fed364efbd58b3fcd0318579999d6c2d1b5949ebba4" }, "receipt_sha256": "396e0c0cff32184d58471fed364efbd58b3fcd0318579999d6c2d1b5949ebba4" }, { "storm_id": "843491", "lat": 28.2636, "lon": -96.1064, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4144.0, "ebshear": 6.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.17, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 36.1494 }, { "name": "alignment", "value": 3.4726 }, { "name": "tau", "value": 2.2006 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0522 }, "coherence_score": 2.200558662414551, "coherence_diagnostics": { "tau": 2.200558662414551, "grad_tau": 0.7433702945709229, "torsion": 0.0, "alignment": 3.472604990005493, "S_field": 0.36557310819625854, "Gamma_field": 0.6383374333381653, "S_over_Gamma": 0.5726957321166992, "Da": 35.902366638183594, "E_coh": 0.8291831612586975, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.12, 28.31 ], [ -96.08, 28.29 ], [ -96.07, 28.3 ], [ -96.05, 28.29 ], [ -96.05, 28.22 ], [ -96.07, 28.21 ], [ -96.13, 28.21 ], [ -96.17, 28.23 ], [ -96.16, 28.24 ], [ -96.15, 28.29 ], [ -96.12, 28.31 ] ] ] }, "raw_probability": 0.0522, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0522, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c5100f91cf59f580e1ba40543bbd07551c843f0325602f0abc5df6cb200b3321" }, "receipt_sha256": "c5100f91cf59f580e1ba40543bbd07551c843f0325602f0abc5df6cb200b3321" }, { "storm_id": "843619", "lat": 49.104, "lon": -78.651, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 373.0, "ebshear": 31.0, "srh01": 45.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 29.6494 }, { "name": "alignment", "value": -0.9404 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0522 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.315639853477478, "torsion": 0.0, "alignment": -0.9404277801513672, "S_field": 0.16844278573989868, "Gamma_field": 0.30833742022514343, "S_over_Gamma": 0.5462936758995056, "Da": 17.096893310546875, "E_coh": 0.3255062401294708, "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": [ [ [ -78.68, 49.14 ], [ -78.65, 49.14 ], [ -78.63, 49.13 ], [ -78.59, 49.09 ], [ -78.59, 49.07 ], [ -78.63, 49.05 ], [ -78.68, 49.07 ], [ -78.69, 49.08 ], [ -78.69, 49.13 ], [ -78.68, 49.14 ] ] ] }, "raw_probability": 0.0522, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0522, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c5100f91cf59f580e1ba40543bbd07551c843f0325602f0abc5df6cb200b3321" }, "receipt_sha256": "c5100f91cf59f580e1ba40543bbd07551c843f0325602f0abc5df6cb200b3321" }, { "storm_id": "843623", "lat": 48.944, "lon": -78.919, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 334.0, "ebshear": 33.0, "srh01": 43.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 29.6494 }, { "name": "alignment", "value": -0.9404 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0522 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.315639853477478, "torsion": 0.0, "alignment": -0.9404277801513672, "S_field": 0.16844278573989868, "Gamma_field": 0.30833742022514343, "S_over_Gamma": 0.5462936758995056, "Da": 17.096893310546875, "E_coh": 0.3255062401294708, "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": [ [ [ -78.94, 48.98 ], [ -78.89, 48.98 ], [ -78.88, 48.97 ], [ -78.88, 48.93 ], [ -78.89, 48.91 ], [ -78.92, 48.91 ], [ -78.93, 48.9 ], [ -78.96, 48.92 ], [ -78.96, 48.96 ], [ -78.94, 48.98 ] ] ] }, "raw_probability": 0.0522, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0522, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c5100f91cf59f580e1ba40543bbd07551c843f0325602f0abc5df6cb200b3321" }, "receipt_sha256": "c5100f91cf59f580e1ba40543bbd07551c843f0325602f0abc5df6cb200b3321" }, { "storm_id": "843625", "lat": 48.8706, "lon": -76.5959, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1001.0, "ebshear": 49.0, "srh01": 58.0, "maxllaz": 0.005, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 28.2744 }, { "name": "alignment", "value": -1.0029 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0519 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.35917574167251587, "torsion": 0.0, "alignment": -1.0029277801513672, "S_field": 0.3576958477497101, "Gamma_field": 0.29917076230049133, "S_over_Gamma": 1.1956243515014648, "Da": 17.3727970123291, "E_coh": 0.6157217621803284, "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": [ [ [ -76.55, 48.92 ], [ -76.54, 48.91 ], [ -76.5, 48.91 ], [ -76.49, 48.9 ], [ -76.49, 48.86 ], [ -76.52, 48.83 ], [ -76.56, 48.82 ], [ -76.57, 48.81 ], [ -76.68, 48.81 ], [ -76.7, 48.82 ], [ -76.71, 48.84 ], [ -76.71, 48.87 ], [ -76.7, 48.88 ], [ -76.68, 48.88 ], [ -76.62, 48.91 ], [ -76.56, 48.91 ], [ -76.55, 48.92 ] ] ] }, "raw_probability": 0.0519, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0519, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "13b52a5d24b05e74d93f8990441bcb79e1a2501db25510a432df225980c23de4" }, "receipt_sha256": "13b52a5d24b05e74d93f8990441bcb79e1a2501db25510a432df225980c23de4" }, { "storm_id": "843603", "lat": 48.7854, "lon": -121.8223, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 10.0, "ebshear": 12.0, "srh01": 43.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 20.2744 }, { "name": "alignment", "value": 1.0596 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0511 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.1904742568731308, "torsion": 0.0, "alignment": 1.0595722198486328, "S_field": 0.11850284039974213, "Gamma_field": 0.18667073547840118, "S_over_Gamma": 0.6348227858543396, "Da": 10.917028427124023, "E_coh": 0.6746730804443359, "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": [ [ [ -121.85, 48.83 ], [ -121.77, 48.83 ], [ -121.77, 48.75 ], [ -121.79, 48.74 ], [ -121.87, 48.74 ], [ -121.87, 48.75 ], [ -121.85, 48.76 ], [ -121.81, 48.76 ], [ -121.8, 48.77 ], [ -121.8, 48.81 ], [ -121.81, 48.82 ], [ -121.85, 48.82 ], [ -121.85, 48.83 ] ] ] }, "raw_probability": 0.0511, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0511, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f91eabe7d4dc532623c209fde06ef1278fde60020cb72f5f2964a9609d678716" }, "receipt_sha256": "f91eabe7d4dc532623c209fde06ef1278fde60020cb72f5f2964a9609d678716" }, { "storm_id": "843524", "lat": 33.1318, "lon": -94.8727, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2735.0, "ebshear": 21.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 31.6494 }, { "name": "alignment", "value": 2.4899 }, { "name": "tau", "value": 1.2424 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0506 }, "coherence_score": 1.2423810958862305, "coherence_diagnostics": { "tau": 1.2423810958862305, "grad_tau": 0.3841906785964966, "torsion": 0.0, "alignment": 2.4898629188537598, "S_field": 0.7307489514350891, "Gamma_field": 0.7258374094963074, "S_over_Gamma": 1.006766676902771, "Da": 45.11266326904297, "E_coh": 0.8963851928710938, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.91, 33.17 ], [ -94.83, 33.17 ], [ -94.82, 33.16 ], [ -94.82, 33.11 ], [ -94.83, 33.1 ], [ -94.86, 33.1 ], [ -94.87, 33.09 ], [ -94.91, 33.1 ], [ -94.92, 33.12 ], [ -94.92, 33.16 ], [ -94.91, 33.17 ] ] ] }, "raw_probability": 0.0506, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0506, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5650c42e6209c9a9b1e5f9c647eb7905ac5808c339260c7ba44595d3f2dc13d2" }, "receipt_sha256": "5650c42e6209c9a9b1e5f9c647eb7905ac5808c339260c7ba44595d3f2dc13d2" }, { "storm_id": "843642", "lat": 29.0054, "lon": -81.3484, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3143.0, "ebshear": 5.0, "srh01": 21.0, "maxllaz": 0.0, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 45.0244 }, { "name": "alignment", "value": -0.3763 }, { "name": "tau", "value": 4.0813 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0506 }, "coherence_score": 4.081308364868164, "coherence_diagnostics": { "tau": 4.081308364868164, "grad_tau": 0.24758274853229523, "torsion": 0.0, "alignment": -0.3762817978858948, "S_field": 0.740023136138916, "Gamma_field": 0.27667075395584106, "S_over_Gamma": 2.6747429370880127, "Da": 16.98892593383789, "E_coh": 0.9822853803634644, "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": [ [ [ -81.35, 29.07 ], [ -81.34, 29.07 ], [ -81.34, 29.06 ], [ -81.34, 29.05 ], [ -81.34, 29.04 ], [ -81.34, 29.03 ], [ -81.34, 29.02 ], [ -81.34, 29.01 ], [ -81.34, 29.0 ], [ -81.34, 28.99 ], [ -81.34, 28.98 ], [ -81.33, 28.97 ], [ -81.32, 28.97 ], [ -81.31, 28.98 ], [ -81.3, 28.97 ], [ -81.29, 28.97 ], [ -81.3, 28.97 ], [ -81.31, 28.96 ], [ -81.32, 28.96 ], [ -81.33, 28.97 ], [ -81.34, 28.97 ], [ -81.35, 28.97 ], [ -81.36, 28.97 ], [ -81.37, 28.97 ], [ -81.36, 28.98 ], [ -81.37, 28.99 ], [ -81.38, 28.99 ], [ -81.39, 28.99 ], [ -81.39, 29.0 ], [ -81.39, 29.01 ], [ -81.39, 29.02 ], [ -81.39, 29.03 ], [ -81.39, 29.04 ], [ -81.38, 29.05 ], [ -81.37, 29.05 ], [ -81.36, 29.06 ], [ -81.35, 29.07 ] ] ] }, "raw_probability": 0.0506, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0506, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5650c42e6209c9a9b1e5f9c647eb7905ac5808c339260c7ba44595d3f2dc13d2" }, "receipt_sha256": "5650c42e6209c9a9b1e5f9c647eb7905ac5808c339260c7ba44595d3f2dc13d2" }, { "storm_id": "843626", "lat": 48.7464, "lon": -78.5518, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 386.0, "ebshear": 28.0, "srh01": 18.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 28.7744 }, { "name": "alignment", "value": -0.2927 }, { "name": "tau", "value": 0.3156 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0502 }, "coherence_score": 0.315639853477478, "coherence_diagnostics": { "tau": 0.315639853477478, "grad_tau": 0.23729418218135834, "torsion": 0.0, "alignment": -0.29271334409713745, "S_field": 0.29417547583580017, "Gamma_field": 0.4925040602684021, "S_over_Gamma": 0.5973057150840759, "Da": 28.160179138183594, "E_coh": 0.2899695932865143, "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": [ [ [ -78.57, 48.78 ], [ -78.55, 48.77 ], [ -78.55, 48.76 ], [ -78.53, 48.74 ], [ -78.52, 48.74 ], [ -78.51, 48.72 ], [ -78.54, 48.72 ], [ -78.55, 48.71 ], [ -78.59, 48.72 ], [ -78.59, 48.77 ], [ -78.57, 48.78 ] ] ] }, "raw_probability": 0.0502, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0502, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3187ab6cfa4c0ff5bacd5721d0ea6a1ead1bc7e54ed5536a0e4eb1a64c8032fd" }, "receipt_sha256": "3187ab6cfa4c0ff5bacd5721d0ea6a1ead1bc7e54ed5536a0e4eb1a64c8032fd" }, { "storm_id": "843541", "lat": 35.17, "lon": -89.5827, "motion_east": 3.8, "motion_south": 3.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3509.0, "ebshear": 10.0, "srh01": 30.0, "maxllaz": 0.004, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 29.1494 }, { "name": "alignment", "value": 2.1757 }, { "name": "tau", "value": 1.6078 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0499 }, "coherence_score": 1.6078252792358398, "coherence_diagnostics": { "tau": 1.6078252792358398, "grad_tau": 0.2433238923549652, "torsion": 0.0, "alignment": 2.1756720542907715, "S_field": 0.36629050970077515, "Gamma_field": 0.3391707241535187, "S_over_Gamma": 1.0799591541290283, "Da": 21.563867568969727, "E_coh": 0.922804057598114, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.62, 35.22 ], [ -89.57, 35.22 ], [ -89.57, 35.21 ], [ -89.54, 35.19 ], [ -89.54, 35.14 ], [ -89.56, 35.13 ], [ -89.57, 35.14 ], [ -89.58, 35.13 ], [ -89.61, 35.13 ], [ -89.63, 35.14 ], [ -89.62, 35.22 ] ] ] }, "raw_probability": 0.0499, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0499, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ea02173a4b9ebfa35b149a8c33b907c368955974679681ef968e91790dab6290" }, "receipt_sha256": "ea02173a4b9ebfa35b149a8c33b907c368955974679681ef968e91790dab6290" }, { "storm_id": "843584", "lat": 29.061, "lon": -91.901, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3646.0, "ebshear": 13.0, "srh01": 7.0, "maxllaz": 0.001, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 44.6494 }, { "name": "alignment", "value": 0.1189 }, { "name": "tau", "value": 4.9313 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0497 }, "coherence_score": 4.93133020401001, "coherence_diagnostics": { "tau": 4.93133020401001, "grad_tau": 0.10532575100660324, "torsion": 0.0, "alignment": 0.11891036480665207, "S_field": 1.446600079536438, "Gamma_field": 0.2058373987674713, "S_over_Gamma": 7.0278778076171875, "Da": 12.306146621704102, "E_coh": 0.9911658763885498, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.92, 29.1 ], [ -91.87, 29.1 ], [ -91.86, 29.08 ], [ -91.86, 29.03 ], [ -91.88, 29.03 ], [ -91.89, 29.04 ], [ -91.93, 29.03 ], [ -91.94, 29.04 ], [ -91.94, 29.06 ], [ -91.92, 29.1 ] ] ] }, "raw_probability": 0.0497, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0497, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f43d09f2532b1c389132428b7e6436c52bbe9796f5cc7018648d4f0d281039d8" }, "receipt_sha256": "f43d09f2532b1c389132428b7e6436c52bbe9796f5cc7018648d4f0d281039d8" }, { "storm_id": "843582", "lat": 30.1292, "lon": -84.4738, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3526.0, "ebshear": 7.0, "srh01": 10.0, "maxllaz": 0.003, "mesh": 0.49, "flash_rate": 15.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 44.2744 }, { "name": "alignment", "value": 0.9096 }, { "name": "tau", "value": 4.4935 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0494 }, "coherence_score": 4.4934916496276855, "coherence_diagnostics": { "tau": 4.4934916496276855, "grad_tau": 0.41464662551879883, "torsion": 0.0, "alignment": 0.9095979928970337, "S_field": 1.6479301452636719, "Gamma_field": 0.2075040638446808, "S_over_Gamma": 7.941676616668701, "Da": 12.306028366088867, "E_coh": 0.977132260799408, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.45, 30.17 ], [ -84.43, 30.16 ], [ -84.44, 30.14 ], [ -84.44, 30.12 ], [ -84.43, 30.11 ], [ -84.47, 30.07 ], [ -84.52, 30.08 ], [ -84.53, 30.09 ], [ -84.52, 30.11 ], [ -84.52, 30.14 ], [ -84.5, 30.16 ], [ -84.46, 30.16 ], [ -84.45, 30.17 ] ] ] }, "raw_probability": 0.0494, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0494, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fa18268796fc2946e21a7a5a4c1eea7554435085f790211671aad3f6d1c8f3b2" }, "receipt_sha256": "fa18268796fc2946e21a7a5a4c1eea7554435085f790211671aad3f6d1c8f3b2" }, { "storm_id": "843579", "lat": 35.1582, "lon": -88.7864, "motion_east": 4.2, "motion_south": 0.6, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2746.0, "ebshear": 13.0, "srh01": 33.0, "maxllaz": 0.001, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 39.0244 }, { "name": "alignment", "value": 3.4114 }, { "name": "tau", "value": 1.8662 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0489 }, "coherence_score": 1.866236686706543, "coherence_diagnostics": { "tau": 1.866236686706543, "grad_tau": 0.30481329560279846, "torsion": 0.0, "alignment": 3.411400318145752, "S_field": 0.498089998960495, "Gamma_field": 0.3283374309539795, "S_over_Gamma": 1.5170063972473145, "Da": 20.797609329223633, "E_coh": 0.8988766670227051, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.82, 35.23 ], [ -88.81, 35.23 ], [ -88.8, 35.22 ], [ -88.79, 35.22 ], [ -88.78, 35.22 ], [ -88.77, 35.22 ], [ -88.78, 35.21 ], [ -88.77, 35.2 ], [ -88.76, 35.19 ], [ -88.76, 35.18 ], [ -88.75, 35.17 ], [ -88.74, 35.16 ], [ -88.74, 35.15 ], [ -88.73, 35.14 ], [ -88.73, 35.13 ], [ -88.72, 35.12 ], [ -88.71, 35.12 ], [ -88.7, 35.12 ], [ -88.71, 35.12 ], [ -88.72, 35.12 ], [ -88.73, 35.12 ], [ -88.74, 35.12 ], [ -88.75, 35.12 ], [ -88.76, 35.12 ], [ -88.77, 35.12 ], [ -88.78, 35.12 ], [ -88.79, 35.12 ], [ -88.8, 35.12 ], [ -88.81, 35.12 ], [ -88.8, 35.12 ], [ -88.79, 35.12 ], [ -88.78, 35.13 ], [ -88.79, 35.14 ], [ -88.8, 35.14 ], [ -88.81, 35.14 ], [ -88.82, 35.14 ], [ -88.83, 35.14 ], [ -88.84, 35.14 ], [ -88.85, 35.15 ], [ -88.86, 35.14 ], [ -88.86, 35.15 ], [ -88.85, 35.15 ], [ -88.84, 35.16 ], [ -88.84, 35.17 ], [ -88.83, 35.18 ], [ -88.82, 35.19 ], [ -88.82, 35.2 ], [ -88.82, 35.21 ], [ -88.83, 35.22 ], [ -88.82, 35.23 ] ] ] }, "raw_probability": 0.0489, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0489, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d7267389c5e37c9bb1bca3fb945a3b88c9229527d5ad756c3825a9b6e4f11924" }, "receipt_sha256": "d7267389c5e37c9bb1bca3fb945a3b88c9229527d5ad756c3825a9b6e4f11924" }, { "storm_id": "843598", "lat": 29.0709, "lon": -95.3095, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4592.0, "ebshear": 6.0, "srh01": 18.0, "maxllaz": 0.007, "mesh": 0.29, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 38.8994 }, { "name": "alignment", "value": -0.555 }, { "name": "tau", "value": 3.1256 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0489 }, "coherence_score": 3.125595808029175, "coherence_diagnostics": { "tau": 3.125595808029175, "grad_tau": 0.5575596690177917, "torsion": 0.0, "alignment": -0.5550056099891663, "S_field": 0.826839029788971, "Gamma_field": 0.4133374094963074, "S_over_Gamma": 2.000397205352783, "Da": 23.915597915649414, "E_coh": 0.9489904046058655, "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": [ [ [ -95.29, 29.15 ], [ -95.27, 29.15 ], [ -95.26, 29.14 ], [ -95.23, 29.15 ], [ -95.22, 29.14 ], [ -95.23, 29.07 ], [ -95.24, 29.07 ], [ -95.27, 29.04 ], [ -95.27, 29.02 ], [ -95.28, 29.01 ], [ -95.3, 29.02 ], [ -95.35, 28.99 ], [ -95.37, 29.0 ], [ -95.4, 29.0 ], [ -95.41, 29.01 ], [ -95.42, 29.05 ], [ -95.4, 29.07 ], [ -95.37, 29.06 ], [ -95.35, 29.08 ], [ -95.31, 29.08 ], [ -95.28, 29.11 ], [ -95.29, 29.15 ] ] ] }, "raw_probability": 0.0489, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0489, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d7267389c5e37c9bb1bca3fb945a3b88c9229527d5ad756c3825a9b6e4f11924" }, "receipt_sha256": "d7267389c5e37c9bb1bca3fb945a3b88c9229527d5ad756c3825a9b6e4f11924" }, { "storm_id": "843620", "lat": 49.1067, "lon": -78.04, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 544.0, "ebshear": 42.0, "srh01": 7.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 29.6494 }, { "name": "alignment", "value": -0.9404 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0489 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.315639853477478, "torsion": 0.0, "alignment": -0.9404277801513672, "S_field": 0.16844278573989868, "Gamma_field": 0.30833742022514343, "S_over_Gamma": 0.5462936758995056, "Da": 17.096893310546875, "E_coh": 0.3255062401294708, "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": [ [ [ -78.06, 49.14 ], [ -78.03, 49.14 ], [ -78.0, 49.12 ], [ -78.0, 49.07 ], [ -78.01, 49.06 ], [ -78.06, 49.07 ], [ -78.07, 49.09 ], [ -78.07, 49.13 ], [ -78.06, 49.14 ] ] ] }, "raw_probability": 0.0489, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0489, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d7267389c5e37c9bb1bca3fb945a3b88c9229527d5ad756c3825a9b6e4f11924" }, "receipt_sha256": "d7267389c5e37c9bb1bca3fb945a3b88c9229527d5ad756c3825a9b6e4f11924" }, { "storm_id": "843065", "lat": 33.3056, "lon": -94.9122, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2995.0, "ebshear": 21.0, "srh01": 11.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 31.6494 }, { "name": "alignment", "value": 2.4899 }, { "name": "tau", "value": 1.2424 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0484 }, "coherence_score": 1.2423810958862305, "coherence_diagnostics": { "tau": 1.2423810958862305, "grad_tau": 0.3841906785964966, "torsion": 0.0, "alignment": 2.4898629188537598, "S_field": 0.7307489514350891, "Gamma_field": 0.7258374094963074, "S_over_Gamma": 1.006766676902771, "Da": 45.11266326904297, "E_coh": 0.8963851928710938, "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": [ [ [ -94.93, 33.33 ], [ -94.89, 33.33 ], [ -94.88, 33.32 ], [ -94.88, 33.29 ], [ -94.9, 33.27 ], [ -94.92, 33.27 ], [ -94.94, 33.29 ], [ -94.94, 33.32 ], [ -94.93, 33.33 ] ] ] }, "raw_probability": 0.0484, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0484, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e1aa285df5ac6d8c27dd0c51080c0df0bb327dc7d1707b090eec226f37809d1a" }, "receipt_sha256": "e1aa285df5ac6d8c27dd0c51080c0df0bb327dc7d1707b090eec226f37809d1a" }, { "storm_id": "843587", "lat": 28.2729, "lon": -96.27, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4282.0, "ebshear": 6.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 36.1494 }, { "name": "alignment", "value": 3.4726 }, { "name": "tau", "value": 2.2006 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0483 }, "coherence_score": 2.200558662414551, "coherence_diagnostics": { "tau": 2.200558662414551, "grad_tau": 0.7433702945709229, "torsion": 0.0, "alignment": 3.472604990005493, "S_field": 0.36557310819625854, "Gamma_field": 0.6383374333381653, "S_over_Gamma": 0.5726957321166992, "Da": 35.902366638183594, "E_coh": 0.8291831612586975, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.28, 28.31 ], [ -96.27, 28.3 ], [ -96.24, 28.3 ], [ -96.23, 28.29 ], [ -96.22, 28.27 ], [ -96.22, 28.24 ], [ -96.23, 28.22 ], [ -96.27, 28.21 ], [ -96.31, 28.23 ], [ -96.31, 28.26 ], [ -96.32, 28.28 ], [ -96.31, 28.3 ], [ -96.29, 28.3 ], [ -96.28, 28.31 ] ] ] }, "raw_probability": 0.0483, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0483, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "440d7489aa95d334141bde30a807fb4c92b1196d7e53f7549c124d1030bd21bf" }, "receipt_sha256": "440d7489aa95d334141bde30a807fb4c92b1196d7e53f7549c124d1030bd21bf" }, { "storm_id": "843640", "lat": 29.575, "lon": -92.4343, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3465.0, "ebshear": 14.0, "srh01": 9.0, "maxllaz": 0.002, "mesh": 0.27, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 50.0244 }, { "name": "alignment", "value": -0.0736 }, { "name": "tau", "value": 4.7349 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0478 }, "coherence_score": 4.734891414642334, "coherence_diagnostics": { "tau": 4.734891414642334, "grad_tau": 0.37901049852371216, "torsion": 0.0, "alignment": -0.07357096672058105, "S_field": 1.740503191947937, "Gamma_field": 0.2058374136686325, "S_over_Gamma": 8.455718040466309, "Da": 12.89330005645752, "E_coh": 0.9535776972770691, "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": [ [ [ -92.44, 29.63 ], [ -92.42, 29.62 ], [ -92.4, 29.63 ], [ -92.39, 29.62 ], [ -92.38, 29.56 ], [ -92.39, 29.54 ], [ -92.42, 29.53 ], [ -92.44, 29.51 ], [ -92.46, 29.51 ], [ -92.48, 29.53 ], [ -92.48, 29.56 ], [ -92.47, 29.57 ], [ -92.47, 29.61 ], [ -92.44, 29.63 ] ] ] }, "raw_probability": 0.0478, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0478, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8fac9ca07820fccd6e4425b4063cfc70bc9887a7e9037ea7a0a1d29d499c8ca1" }, "receipt_sha256": "8fac9ca07820fccd6e4425b4063cfc70bc9887a7e9037ea7a0a1d29d499c8ca1" }, { "storm_id": "843451", "lat": 26.0679, "lon": -96.389, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3224.0, "ebshear": 8.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 39.1494 }, { "name": "alignment", "value": 8.499 }, { "name": "tau", "value": 0.5801 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0477 }, "coherence_score": 0.5801393389701843, "coherence_diagnostics": { "tau": 0.5801393389701843, "grad_tau": 0.672282874584198, "torsion": 0.0, "alignment": 8.4990234375, "S_field": 0.18933981657028198, "Gamma_field": 1.07750403881073, "S_over_Gamma": 0.17572075128555298, "Da": 59.92581558227539, "E_coh": 0.26907193660736084, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.46, 26.13 ], [ -96.45, 26.13 ], [ -96.44, 26.13 ], [ -96.43, 26.13 ], [ -96.42, 26.12 ], [ -96.41, 26.11 ], [ -96.4, 26.1 ], [ -96.39, 26.1 ], [ -96.38, 26.1 ], [ -96.37, 26.1 ], [ -96.36, 26.09 ], [ -96.35, 26.08 ], [ -96.35, 26.07 ], [ -96.35, 26.06 ], [ -96.35, 26.05 ], [ -96.35, 26.04 ], [ -96.34, 26.03 ], [ -96.33, 26.04 ], [ -96.33, 26.05 ], [ -96.33, 26.06 ], [ -96.33, 26.07 ], [ -96.33, 26.08 ], [ -96.33, 26.07 ], [ -96.33, 26.06 ], [ -96.33, 26.05 ], [ -96.33, 26.04 ], [ -96.32, 26.03 ], [ -96.33, 26.03 ], [ -96.34, 26.03 ], [ -96.35, 26.02 ], [ -96.36, 26.02 ], [ -96.37, 26.02 ], [ -96.38, 26.02 ], [ -96.39, 26.02 ], [ -96.4, 26.02 ], [ -96.41, 26.03 ], [ -96.42, 26.04 ], [ -96.43, 26.04 ], [ -96.44, 26.04 ], [ -96.45, 26.05 ], [ -96.46, 26.06 ], [ -96.46, 26.07 ], [ -96.46, 26.08 ], [ -96.46, 26.09 ], [ -96.47, 26.1 ], [ -96.47, 26.11 ], [ -96.47, 26.12 ], [ -96.46, 26.13 ] ] ] }, "raw_probability": 0.0477, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0477, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3cfd64c4765f5016d5ab421df1756ab6e74af88fe0293301634417d4d632441f" }, "receipt_sha256": "3cfd64c4765f5016d5ab421df1756ab6e74af88fe0293301634417d4d632441f" }, { "storm_id": "843594", "lat": 36.238, "lon": -86.515, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2397.0, "ebshear": 22.0, "srh01": 9.0, "maxllaz": 0.003, "mesh": 0.31, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 47.8994 }, { "name": "alignment", "value": 4.9066 }, { "name": "tau", "value": 2.2889 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0474 }, "coherence_score": 2.2889297008514404, "coherence_diagnostics": { "tau": 2.2889297008514404, "grad_tau": 0.2637321650981903, "torsion": 0.0, "alignment": 4.9065775871276855, "S_field": 0.5683881044387817, "Gamma_field": 0.26667073369026184, "S_over_Gamma": 2.131422996520996, "Da": 17.121763229370117, "E_coh": 0.9522379636764526, "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": [ [ [ -86.54, 36.27 ], [ -86.48, 36.27 ], [ -86.47, 36.26 ], [ -86.47, 36.22 ], [ -86.49, 36.2 ], [ -86.52, 36.2 ], [ -86.54, 36.21 ], [ -86.55, 36.22 ], [ -86.55, 36.26 ], [ -86.54, 36.27 ] ] ] }, "raw_probability": 0.0474, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0474, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "62b223f1837900e92fabc819e14f5f9ad6ec581443eef0f0a56569793dd2c6f6" }, "receipt_sha256": "62b223f1837900e92fabc819e14f5f9ad6ec581443eef0f0a56569793dd2c6f6" }, { "storm_id": "843115", "lat": 38.0093, "lon": -88.5267, "motion_east": 2.8, "motion_south": 0.5, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1791.0, "ebshear": 8.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 25.1494 }, { "name": "alignment", "value": 2.1186 }, { "name": "tau", "value": 1.0175 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0472 }, "coherence_score": 1.0174858570098877, "coherence_diagnostics": { "tau": 1.0174858570098877, "grad_tau": 0.4184320271015167, "torsion": 0.0, "alignment": 2.1185832023620605, "S_field": 0.1162029281258583, "Gamma_field": 0.5866706967353821, "S_over_Gamma": 0.19807180762290955, "Da": 36.825828552246094, "E_coh": 0.6746407151222229, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.52, 38.06 ], [ -88.51, 38.05 ], [ -88.49, 38.06 ], [ -88.45, 38.03 ], [ -88.45, 37.97 ], [ -88.46, 37.96 ], [ -88.52, 37.96 ], [ -88.53, 37.95 ], [ -88.59, 37.96 ], [ -88.6, 37.97 ], [ -88.6, 38.0 ], [ -88.58, 38.01 ], [ -88.55, 38.05 ], [ -88.53, 38.05 ], [ -88.52, 38.06 ] ] ] }, "raw_probability": 0.0472, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0472, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "daaf366b6ac54bbffbd911a070fcb1b181aaee57b7eedcf5b8b910c9106c044b" }, "receipt_sha256": "daaf366b6ac54bbffbd911a070fcb1b181aaee57b7eedcf5b8b910c9106c044b" }, { "storm_id": "843551", "lat": 48.1355, "lon": -82.411, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 42.0, "ebshear": 34.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 27.6494 }, { "name": "alignment", "value": 0.0717 }, { "name": "tau", "value": 0.3003 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0467 }, "coherence_score": 0.30031484365463257, "coherence_diagnostics": { "tau": 0.30031484365463257, "grad_tau": 0.26494479179382324, "torsion": 0.0, "alignment": 0.07168768346309662, "S_field": 0.1465204954147339, "Gamma_field": 0.2216707319021225, "S_over_Gamma": 0.660982608795166, "Da": 12.869050025939941, "E_coh": 0.33234354853630066, "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": [ [ [ -82.56, 48.24 ], [ -82.55, 48.23 ], [ -82.52, 48.23 ], [ -82.51, 48.22 ], [ -82.45, 48.22 ], [ -82.44, 48.21 ], [ -82.41, 48.21 ], [ -82.38, 48.15 ], [ -82.39, 48.13 ], [ -82.37, 48.11 ], [ -82.31, 48.11 ], [ -82.3, 48.12 ], [ -82.22, 48.12 ], [ -82.2, 48.11 ], [ -82.19, 48.1 ], [ -82.19, 48.05 ], [ -82.18, 48.04 ], [ -82.21, 48.02 ], [ -82.37, 48.02 ], [ -82.41, 48.04 ], [ -82.42, 48.08 ], [ -82.43, 48.09 ], [ -82.47, 48.1 ], [ -82.48, 48.11 ], [ -82.56, 48.12 ], [ -82.6, 48.14 ], [ -82.62, 48.16 ], [ -82.62, 48.21 ], [ -82.56, 48.24 ] ] ] }, "raw_probability": 0.0467, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0467, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e66c107546dc0392b7f858c6e3e65dbc27eb454d4d55e69847105ed15616273d" }, "receipt_sha256": "e66c107546dc0392b7f858c6e3e65dbc27eb454d4d55e69847105ed15616273d" }, { "storm_id": "843606", "lat": 39.4181, "lon": -80.2931, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1942.0, "ebshear": 5.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 27.6494 }, { "name": "alignment", "value": 0.4803 }, { "name": "tau", "value": 1.1872 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0466 }, "coherence_score": 1.1872369050979614, "coherence_diagnostics": { "tau": 1.1872369050979614, "grad_tau": 0.32238441705703735, "torsion": 0.0, "alignment": 0.4802769720554352, "S_field": 0.034795068204402924, "Gamma_field": 0.210004061460495, "S_over_Gamma": 0.16568759083747864, "Da": 12.69141960144043, "E_coh": 0.21950604021549225, "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": [ [ [ -80.34, 39.47 ], [ -80.33, 39.46 ], [ -80.29, 39.46 ], [ -80.27, 39.47 ], [ -80.27, 39.46 ], [ -80.24, 39.44 ], [ -80.25, 39.43 ], [ -80.25, 39.38 ], [ -80.24, 39.36 ], [ -80.27, 39.36 ], [ -80.28, 39.37 ], [ -80.29, 39.36 ], [ -80.33, 39.36 ], [ -80.35, 39.38 ], [ -80.35, 39.46 ], [ -80.34, 39.47 ] ] ] }, "raw_probability": 0.0466, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0466, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3420ce91cce223f4a10ee2451296b2b473a3c9851f05579215ec8f3ecc48ebe7" }, "receipt_sha256": "3420ce91cce223f4a10ee2451296b2b473a3c9851f05579215ec8f3ecc48ebe7" }, { "storm_id": "843615", "lat": 27.073, "lon": -96.395, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3934.0, "ebshear": 9.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 40.1494 }, { "name": "alignment", "value": 5.2511 }, { "name": "tau", "value": 1.154 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0465 }, "coherence_score": 1.1539992094039917, "coherence_diagnostics": { "tau": 1.1539992094039917, "grad_tau": 0.8016030788421631, "torsion": 0.0, "alignment": 5.251051425933838, "S_field": 0.2779674828052521, "Gamma_field": 0.8675040602684021, "S_over_Gamma": 0.32042211294174194, "Da": 48.99553680419922, "E_coh": 0.6444957852363586, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.42, 27.09 ], [ -96.41, 27.08 ], [ -96.36, 27.09 ], [ -96.36, 27.08 ], [ -96.34, 27.07 ], [ -96.36, 27.05 ], [ -96.42, 27.04 ], [ -96.43, 27.06 ], [ -96.43, 27.08 ], [ -96.42, 27.09 ] ] ] }, "raw_probability": 0.0465, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0465, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "31a1f6befafd8ec2dc1de69f2bda0b5f3cc5eb2dff32da22e087fd7310079bda" }, "receipt_sha256": "31a1f6befafd8ec2dc1de69f2bda0b5f3cc5eb2dff32da22e087fd7310079bda" }, { "storm_id": "843559", "lat": 38.1623, "lon": -82.9315, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2126.0, "ebshear": 12.0, "srh01": 11.0, "maxllaz": 0.002, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 45.7744 }, { "name": "alignment", "value": -1.278 }, { "name": "tau", "value": 1.6117 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0464 }, "coherence_score": 1.611694574356079, "coherence_diagnostics": { "tau": 1.611694574356079, "grad_tau": 0.48629140853881836, "torsion": 0.0, "alignment": -1.2779580354690552, "S_field": 0.23150397837162018, "Gamma_field": 0.26500409841537476, "S_over_Gamma": 0.8735864162445068, "Da": 16.267000198364258, "E_coh": 0.7587779760360718, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.95, 38.21 ], [ -82.9, 38.21 ], [ -82.91, 38.2 ], [ -82.88, 38.14 ], [ -82.89, 38.13 ], [ -82.89, 38.11 ], [ -82.91, 38.11 ], [ -82.94, 38.13 ], [ -82.97, 38.13 ], [ -82.98, 38.16 ], [ -82.97, 38.17 ], [ -82.97, 38.2 ], [ -82.95, 38.21 ] ] ] }, "raw_probability": 0.0464, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dd9f7888440d77db95343270074741885a3f7c3c28cc4d5d79d5ee6f61d6ab29", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0464, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a7c6b977de36fb0b35df53e40b6c611c65edd8c432546020305b83bbe1f12baf" }, "receipt_sha256": "a7c6b977de36fb0b35df53e40b6c611c65edd8c432546020305b83bbe1f12baf" }, { "storm_id": "843628", "lat": 39.847, "lon": -80.292, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1414.0, "ebshear": 4.0, "srh01": 12.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 27.6494 }, { "name": "alignment", "value": 0.4803 }, { "name": "tau", "value": 1.1872 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0457 }, "coherence_score": 1.1872369050979614, "coherence_diagnostics": { "tau": 1.1872369050979614, "grad_tau": 0.32238441705703735, "torsion": 0.0, "alignment": 0.4802769720554352, "S_field": 0.034795068204402924, "Gamma_field": 0.210004061460495, "S_over_Gamma": 0.16568759083747864, "Da": 12.69141960144043, "E_coh": 0.21950604021549225, "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": [ [ [ -80.34, 39.88 ], [ -80.26, 39.88 ], [ -80.25, 39.87 ], [ -80.25, 39.79 ], [ -80.26, 39.79 ], [ -80.26, 39.82 ], [ -80.29, 39.85 ], [ -80.33, 39.85 ], [ -80.34, 39.86 ], [ -80.34, 39.88 ] ] ] }, "raw_probability": 0.0457, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0457, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1ca97a16595f8e3601ced118f4ab560cf82a5eca33eecf26eaa51ab2b1224115" }, "receipt_sha256": "1ca97a16595f8e3601ced118f4ab560cf82a5eca33eecf26eaa51ab2b1224115" }, { "storm_id": "843614", "lat": 27.8967, "lon": -82.7387, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3286.0, "ebshear": 8.0, "srh01": 23.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 44.7744 }, { "name": "alignment", "value": 0.5271 }, { "name": "tau", "value": 3.9871 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0456 }, "coherence_score": 3.9870991706848145, "coherence_diagnostics": { "tau": 3.9870991706848145, "grad_tau": 0.35318809747695923, "torsion": 0.0, "alignment": 0.5270527601242065, "S_field": 0.827460765838623, "Gamma_field": 0.2358373999595642, "S_over_Gamma": 3.5086071491241455, "Da": 14.686531066894531, "E_coh": 0.9700000286102295, "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": [ [ [ -82.76, 27.95 ], [ -82.73, 27.92 ], [ -82.71, 27.93 ], [ -82.69, 27.91 ], [ -82.69, 27.89 ], [ -82.68, 27.88 ], [ -82.69, 27.85 ], [ -82.7, 27.86 ], [ -82.77, 27.86 ], [ -82.78, 27.87 ], [ -82.79, 27.86 ], [ -82.79, 27.88 ], [ -82.77, 27.9 ], [ -82.77, 27.94 ], [ -82.76, 27.95 ] ] ] }, "raw_probability": 0.0456, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0456, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7068265ee953b8913c5c588bee4c6d4e253de38d00804adad723b707d4e46138" }, "receipt_sha256": "7068265ee953b8913c5c588bee4c6d4e253de38d00804adad723b707d4e46138" }, { "storm_id": "843437", "lat": 26.8354, "lon": -97.5654, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3594.0, "ebshear": 12.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 36.7744 }, { "name": "alignment", "value": 4.9414 }, { "name": "tau", "value": 0.821 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0454 }, "coherence_score": 0.8209993839263916, "coherence_diagnostics": { "tau": 0.8209993839263916, "grad_tau": 0.5586623549461365, "torsion": 7.493323184171174e-10, "alignment": 4.9414167404174805, "S_field": 0.36535733938217163, "Gamma_field": 0.7933374047279358, "S_over_Gamma": 0.4605320990085602, "Da": 47.66824722290039, "E_coh": 0.6812587976455688, "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": [ [ [ -97.6, 26.86 ], [ -97.59, 26.85 ], [ -97.56, 26.85 ], [ -97.55, 26.86 ], [ -97.52, 26.86 ], [ -97.5, 26.85 ], [ -97.51, 26.81 ], [ -97.53, 26.79 ], [ -97.58, 26.79 ], [ -97.6, 26.81 ], [ -97.6, 26.83 ], [ -97.61, 26.84 ], [ -97.6, 26.86 ] ] ] }, "raw_probability": 0.0454, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0454, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f4bb250aadff3e1fcb10d22386beb7d2889f461c51abcce50d907698c3a20d16" }, "receipt_sha256": "f4bb250aadff3e1fcb10d22386beb7d2889f461c51abcce50d907698c3a20d16" }, { "storm_id": "843599", "lat": 28.9336, "lon": -95.55, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4304.0, "ebshear": 6.0, "srh01": 16.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 38.8994 }, { "name": "alignment", "value": -0.555 }, { "name": "tau", "value": 3.1256 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0452 }, "coherence_score": 3.125595808029175, "coherence_diagnostics": { "tau": 3.125595808029175, "grad_tau": 0.5575596690177917, "torsion": 0.0, "alignment": -0.5550056099891663, "S_field": 0.826839029788971, "Gamma_field": 0.4133374094963074, "S_over_Gamma": 2.000397205352783, "Da": 23.915597915649414, "E_coh": 0.9489904046058655, "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": [ [ [ -95.59, 28.97 ], [ -95.53, 28.97 ], [ -95.53, 28.95 ], [ -95.52, 28.93 ], [ -95.5, 28.92 ], [ -95.5, 28.91 ], [ -95.56, 28.91 ], [ -95.57, 28.9 ], [ -95.59, 28.91 ], [ -95.57, 28.93 ], [ -95.59, 28.97 ] ] ] }, "raw_probability": 0.0452, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0452, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b9f333bccf51073f130d82302808a7cc91075dedceae097d9103b96328ed73d6" }, "receipt_sha256": "b9f333bccf51073f130d82302808a7cc91075dedceae097d9103b96328ed73d6" }, { "storm_id": "843572", "lat": 37.9511, "lon": -81.06, "motion_east": 4.0, "motion_south": 0.4, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2170.0, "ebshear": 9.0, "srh01": 14.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 47.8994 }, { "name": "alignment", "value": 0.2557 }, { "name": "tau", "value": 2.2446 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0451 }, "coherence_score": 2.244626760482788, "coherence_diagnostics": { "tau": 2.244626760482788, "grad_tau": 0.35987070202827454, "torsion": 0.0, "alignment": 0.25570929050445557, "S_field": 0.485504686832428, "Gamma_field": 0.17500406503677368, "S_over_Gamma": 2.7742481231689453, "Da": 10.550668716430664, "E_coh": 0.9502195119857788, "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": [ [ [ -81.11, 37.98 ], [ -81.09, 37.97 ], [ -81.1, 37.96 ], [ -81.09, 37.94 ], [ -81.06, 37.94 ], [ -81.04, 37.96 ], [ -81.01, 37.95 ], [ -80.98, 37.98 ], [ -80.97, 37.98 ], [ -80.96, 37.94 ], [ -81.02, 37.94 ], [ -81.03, 37.93 ], [ -81.06, 37.93 ], [ -81.09, 37.91 ], [ -81.12, 37.91 ], [ -81.11, 37.95 ], [ -81.13, 37.97 ], [ -81.11, 37.98 ] ] ] }, "raw_probability": 0.0451, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0451, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8781405e2c5d5278772a52816440522396ce737cda07d3b2a981223d567ff9cc" }, "receipt_sha256": "8781405e2c5d5278772a52816440522396ce737cda07d3b2a981223d567ff9cc" }, { "storm_id": "843281", "lat": 34.7889, "lon": -89.9122, "motion_east": 4.0, "motion_south": 3.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3178.0, "ebshear": 9.0, "srh01": 22.0, "maxllaz": 0.002, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 39.7744 }, { "name": "alignment", "value": 3.6361 }, { "name": "tau", "value": 1.7047 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.045 }, "coherence_score": 1.7047064304351807, "coherence_diagnostics": { "tau": 1.7047064304351807, "grad_tau": 0.19082123041152954, "torsion": 0.0, "alignment": 3.6361207962036133, "S_field": 0.7098671197891235, "Gamma_field": 0.3791707456111908, "S_over_Gamma": 1.8721568584442139, "Da": 24.44410514831543, "E_coh": 0.9423046112060547, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.93, 34.82 ], [ -89.89, 34.82 ], [ -89.88, 34.8 ], [ -89.88, 34.76 ], [ -89.89, 34.75 ], [ -89.92, 34.75 ], [ -89.94, 34.77 ], [ -89.95, 34.81 ], [ -89.93, 34.82 ] ] ] }, "raw_probability": 0.045, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.045, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "96beb98659b77ffe885e8709e001f38eed08c754991c13ab8806012aff6d46d6" }, "receipt_sha256": "96beb98659b77ffe885e8709e001f38eed08c754991c13ab8806012aff6d46d6" }, { "storm_id": "843546", "lat": 29.2755, "lon": -90.5409, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4349.0, "ebshear": 12.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 47.1494 }, { "name": "alignment", "value": 0.4686 }, { "name": "tau", "value": 4.9238 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0448 }, "coherence_score": 4.923760414123535, "coherence_diagnostics": { "tau": 4.923760414123535, "grad_tau": 0.07229054719209671, "torsion": 0.0, "alignment": 0.4685852825641632, "S_field": 1.5587085485458374, "Gamma_field": 0.2266707420349121, "S_over_Gamma": 6.876531600952148, "Da": 13.682400703430176, "E_coh": 0.9807033538818359, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.53, 29.31 ], [ -90.51, 29.31 ], [ -90.5, 29.3 ], [ -90.5, 29.24 ], [ -90.52, 29.22 ], [ -90.54, 29.23 ], [ -90.6, 29.23 ], [ -90.6, 29.28 ], [ -90.58, 29.3 ], [ -90.54, 29.3 ], [ -90.53, 29.31 ] ] ] }, "raw_probability": 0.0448, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0448, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "257f03b8c49b387aa100db772932de00740b6601bfb052d2e98b9d9f41d80754" }, "receipt_sha256": "257f03b8c49b387aa100db772932de00740b6601bfb052d2e98b9d9f41d80754" }, { "storm_id": "843641", "lat": 29.0864, "lon": -90.595, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4015.0, "ebshear": 13.0, "srh01": 13.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 47.1494 }, { "name": "alignment", "value": 0.4686 }, { "name": "tau", "value": 4.9238 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0446 }, "coherence_score": 4.923760414123535, "coherence_diagnostics": { "tau": 4.923760414123535, "grad_tau": 0.07229054719209671, "torsion": 0.0, "alignment": 0.4685852825641632, "S_field": 1.5587085485458374, "Gamma_field": 0.2266707420349121, "S_over_Gamma": 6.876531600952148, "Da": 13.682400703430176, "E_coh": 0.9807033538818359, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.57, 29.13 ], [ -90.56, 29.13 ], [ -90.56, 29.09 ], [ -90.55, 29.08 ], [ -90.55, 29.06 ], [ -90.62, 29.06 ], [ -90.63, 29.05 ], [ -90.65, 29.05 ], [ -90.65, 29.07 ], [ -90.64, 29.07 ], [ -90.62, 29.09 ], [ -90.59, 29.09 ], [ -90.57, 29.11 ], [ -90.57, 29.13 ] ] ] }, "raw_probability": 0.0446, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0446, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b7c59a59c118d5dd3eb6d63940e2c6bea1b3b0014c4f148778a024d82e43ab3" }, "receipt_sha256": "7b7c59a59c118d5dd3eb6d63940e2c6bea1b3b0014c4f148778a024d82e43ab3" }, { "storm_id": "843441", "lat": 38.5191, "lon": -89.9864, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2552.0, "ebshear": 8.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.24, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 25.2744 }, { "name": "alignment", "value": 2.6976 }, { "name": "tau", "value": 0.8647 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0443 }, "coherence_score": 0.8646879196166992, "coherence_diagnostics": { "tau": 0.8646879196166992, "grad_tau": 0.28572511672973633, "torsion": 0.0, "alignment": 2.697557210922241, "S_field": 0.06985452771186829, "Gamma_field": 0.17917074263095856, "S_over_Gamma": 0.3898768723011017, "Da": 11.074450492858887, "E_coh": 0.7749300003051758, "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": [ [ [ -90.01, 38.56 ], [ -89.97, 38.56 ], [ -89.96, 38.55 ], [ -89.96, 38.5 ], [ -89.95, 38.48 ], [ -89.97, 38.47 ], [ -89.98, 38.48 ], [ -90.01, 38.48 ], [ -90.01, 38.53 ], [ -90.02, 38.54 ], [ -90.01, 38.56 ] ] ] }, "raw_probability": 0.0443, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0443, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c94bd34e5686ec481b18baa0da73f209658d2e1ac1dfaaffc169941eb5f507b4" }, "receipt_sha256": "c94bd34e5686ec481b18baa0da73f209658d2e1ac1dfaaffc169941eb5f507b4" }, { "storm_id": "843510", "lat": 37.9922, "lon": -83.4867, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1791.0, "ebshear": 14.0, "srh01": 8.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 45.7744 }, { "name": "alignment", "value": -1.278 }, { "name": "tau", "value": 1.6117 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0441 }, "coherence_score": 1.611694574356079, "coherence_diagnostics": { "tau": 1.611694574356079, "grad_tau": 0.48629140853881836, "torsion": 0.0, "alignment": -1.2779580354690552, "S_field": 0.23150397837162018, "Gamma_field": 0.26500409841537476, "S_over_Gamma": 0.8735864162445068, "Da": 16.267000198364258, "E_coh": 0.7587779760360718, "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": [ [ [ -83.48, 38.04 ], [ -83.45, 38.01 ], [ -83.45, 37.97 ], [ -83.46, 37.96 ], [ -83.49, 37.96 ], [ -83.51, 37.95 ], [ -83.53, 37.98 ], [ -83.53, 38.02 ], [ -83.48, 38.04 ] ] ] }, "raw_probability": 0.0441, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0441, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ba6501e19d9cb75e7d817f004cf8925d2ccf4962e0496eaeb1eadd7228a3880d" }, "receipt_sha256": "ba6501e19d9cb75e7d817f004cf8925d2ccf4962e0496eaeb1eadd7228a3880d" }, { "storm_id": "843514", "lat": 36.7724, "lon": -85.6624, "motion_east": 5.0, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1935.0, "ebshear": 22.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 49.7744 }, { "name": "alignment", "value": 1.7584 }, { "name": "tau", "value": 2.4038 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0438 }, "coherence_score": 2.4037532806396484, "coherence_diagnostics": { "tau": 2.4037532806396484, "grad_tau": 0.23795658349990845, "torsion": 0.0, "alignment": 1.7583692073822021, "S_field": 0.7055793404579163, "Gamma_field": 0.20750407874584198, "S_over_Gamma": 3.400315523147583, "Da": 12.744108200073242, "E_coh": 0.9127635955810547, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.6, 36.85 ], [ -85.58, 36.84 ], [ -85.54, 36.84 ], [ -85.54, 36.79 ], [ -85.57, 36.76 ], [ -85.62, 36.76 ], [ -85.63, 36.77 ], [ -85.66, 36.71 ], [ -85.68, 36.71 ], [ -85.72, 36.69 ], [ -85.75, 36.72 ], [ -85.76, 36.7 ], [ -85.78, 36.74 ], [ -85.78, 36.77 ], [ -85.76, 36.79 ], [ -85.72, 36.8 ], [ -85.68, 36.76 ], [ -85.67, 36.76 ], [ -85.64, 36.79 ], [ -85.63, 36.82 ], [ -85.6, 36.85 ] ] ] }, "raw_probability": 0.0438, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0438, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d30a32015d7025417ef125b5662ddef1164a4d6e70cc2e40a39db950d9fac81d" }, "receipt_sha256": "d30a32015d7025417ef125b5662ddef1164a4d6e70cc2e40a39db950d9fac81d" }, { "storm_id": "843410", "lat": 35.157, "lon": -89.3296, "motion_east": 3.7, "motion_south": 2.6, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3331.0, "ebshear": 10.0, "srh01": 30.0, "maxllaz": 0.004, "mesh": 0.22, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 29.1494 }, { "name": "alignment", "value": 2.1757 }, { "name": "tau", "value": 1.6078 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0437 }, "coherence_score": 1.6078252792358398, "coherence_diagnostics": { "tau": 1.6078252792358398, "grad_tau": 0.2433238923549652, "torsion": 0.0, "alignment": 2.1756720542907715, "S_field": 0.36629050970077515, "Gamma_field": 0.3391707241535187, "S_over_Gamma": 1.0799591541290283, "Da": 21.563867568969727, "E_coh": 0.922804057598114, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.39, 35.23 ], [ -89.36, 35.22 ], [ -89.36, 35.2 ], [ -89.35, 35.19 ], [ -89.21, 35.2 ], [ -89.2, 35.16 ], [ -89.16, 35.13 ], [ -89.17, 35.12 ], [ -89.17, 35.11 ], [ -89.19, 35.13 ], [ -89.25, 35.12 ], [ -89.26, 35.13 ], [ -89.3, 35.13 ], [ -89.31, 35.15 ], [ -89.34, 35.16 ], [ -89.41, 35.08 ], [ -89.46, 35.08 ], [ -89.48, 35.11 ], [ -89.48, 35.14 ], [ -89.49, 35.15 ], [ -89.45, 35.22 ], [ -89.4, 35.22 ], [ -89.39, 35.23 ] ] ] }, "raw_probability": 0.0437, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0437, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7783e4a8077b449af70c37020e19cccb88af143f0d648b523d5c703b5fba5957" }, "receipt_sha256": "7783e4a8077b449af70c37020e19cccb88af143f0d648b523d5c703b5fba5957" }, { "storm_id": "843629", "lat": 39.6145, "lon": -80.2009, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1773.0, "ebshear": 5.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 27.6494 }, { "name": "alignment", "value": 0.4803 }, { "name": "tau", "value": 1.1872 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0431 }, "coherence_score": 1.1872369050979614, "coherence_diagnostics": { "tau": 1.1872369050979614, "grad_tau": 0.32238441705703735, "torsion": 0.0, "alignment": 0.4802769720554352, "S_field": 0.034795068204402924, "Gamma_field": 0.210004061460495, "S_over_Gamma": 0.16568759083747864, "Da": 12.69141960144043, "E_coh": 0.21950604021549225, "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": [ [ [ -80.24, 39.65 ], [ -80.16, 39.65 ], [ -80.15, 39.63 ], [ -80.17, 39.61 ], [ -80.17, 39.58 ], [ -80.19, 39.59 ], [ -80.2, 39.58 ], [ -80.22, 39.58 ], [ -80.22, 39.6 ], [ -80.25, 39.64 ], [ -80.24, 39.65 ] ] ] }, "raw_probability": 0.0431, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0431, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "241301984a2adb0243b13a1aad1efaca7a6412ecf8c9c8ed63a738b4f499375c" }, "receipt_sha256": "241301984a2adb0243b13a1aad1efaca7a6412ecf8c9c8ed63a738b4f499375c" }, { "storm_id": "843299", "lat": 35.3111, "lon": -89.2579, "motion_east": 3.9, "motion_south": 2.8, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2826.0, "ebshear": 11.0, "srh01": 30.0, "maxllaz": 0.004, "mesh": 0.31, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 39.0244 }, { "name": "alignment", "value": 3.4114 }, { "name": "tau", "value": 1.8662 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0429 }, "coherence_score": 1.866236686706543, "coherence_diagnostics": { "tau": 1.866236686706543, "grad_tau": 0.30481329560279846, "torsion": 0.0, "alignment": 3.411400318145752, "S_field": 0.498089998960495, "Gamma_field": 0.3283374309539795, "S_over_Gamma": 1.5170063972473145, "Da": 20.797609329223633, "E_coh": 0.8988766670227051, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.3, 35.39 ], [ -89.24, 35.39 ], [ -89.2, 35.37 ], [ -89.18, 35.35 ], [ -89.17, 35.33 ], [ -89.17, 35.28 ], [ -89.19, 35.27 ], [ -89.19, 35.25 ], [ -89.21, 35.24 ], [ -89.25, 35.24 ], [ -89.27, 35.26 ], [ -89.3, 35.26 ], [ -89.32, 35.28 ], [ -89.33, 35.28 ], [ -89.33, 35.3 ], [ -89.32, 35.31 ], [ -89.33, 35.34 ], [ -89.3, 35.38 ], [ -89.3, 35.39 ] ] ] }, "raw_probability": 0.0429, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0429, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b700ee230a940c1d8e6c2119a97c1065de313e2cd2bdacf918c39448b8dfca5b" }, "receipt_sha256": "b700ee230a940c1d8e6c2119a97c1065de313e2cd2bdacf918c39448b8dfca5b" }, { "storm_id": "843613", "lat": 28.0308, "lon": -82.7375, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2906.0, "ebshear": 8.0, "srh01": 29.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 44.7744 }, { "name": "alignment", "value": 0.5271 }, { "name": "tau", "value": 3.9871 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0427 }, "coherence_score": 3.9870991706848145, "coherence_diagnostics": { "tau": 3.9870991706848145, "grad_tau": 0.35318809747695923, "torsion": 0.0, "alignment": 0.5270527601242065, "S_field": 0.827460765838623, "Gamma_field": 0.2358373999595642, "S_over_Gamma": 3.5086071491241455, "Da": 14.686531066894531, "E_coh": 0.9700000286102295, "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": [ [ [ -82.78, 28.07 ], [ -82.75, 28.07 ], [ -82.73, 28.05 ], [ -82.7, 28.05 ], [ -82.69, 28.04 ], [ -82.7, 28.03 ], [ -82.7, 27.98 ], [ -82.72, 28.0 ], [ -82.76, 27.99 ], [ -82.76, 28.0 ], [ -82.78, 28.02 ], [ -82.78, 28.07 ] ] ] }, "raw_probability": 0.0427, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0427, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "29af27d7a802c3b40e8838a7680917772cc3cc2cc362021b37c4d97438528269" }, "receipt_sha256": "29af27d7a802c3b40e8838a7680917772cc3cc2cc362021b37c4d97438528269" }, { "storm_id": "842896", "lat": 36.4055, "lon": -86.417, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2369.0, "ebshear": 23.0, "srh01": 2.0, "maxllaz": 0.005, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 49.1494 }, { "name": "alignment", "value": 4.3879 }, { "name": "tau", "value": 2.5328 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 2.5328171253204346, "coherence_diagnostics": { "tau": 2.5328171253204346, "grad_tau": 0.21303215622901917, "torsion": 0.0, "alignment": 4.387894153594971, "S_field": 0.6630415916442871, "Gamma_field": 0.20000407099723816, "S_over_Gamma": 3.31514048576355, "Da": 11.922430038452148, "E_coh": 0.9239534735679626, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.44, 36.5 ], [ -86.39, 36.5 ], [ -86.38, 36.49 ], [ -86.38, 36.43 ], [ -86.39, 36.42 ], [ -86.39, 36.4 ], [ -86.36, 36.37 ], [ -86.36, 36.31 ], [ -86.38, 36.29 ], [ -86.42, 36.29 ], [ -86.43, 36.3 ], [ -86.43, 36.33 ], [ -86.45, 36.36 ], [ -86.44, 36.38 ], [ -86.44, 36.41 ], [ -86.46, 36.43 ], [ -86.46, 36.45 ], [ -86.45, 36.46 ], [ -86.45, 36.49 ], [ -86.44, 36.5 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0426, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, { "storm_id": "843216", "lat": 35.9763, "lon": -86.4163, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2462.0, "ebshear": 23.0, "srh01": 23.0, "maxllaz": 0.004, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 49.1494 }, { "name": "alignment", "value": 4.3879 }, { "name": "tau", "value": 2.5328 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 2.5328171253204346, "coherence_diagnostics": { "tau": 2.5328171253204346, "grad_tau": 0.21303215622901917, "torsion": 0.0, "alignment": 4.387894153594971, "S_field": 0.6630415916442871, "Gamma_field": 0.20000407099723816, "S_over_Gamma": 3.31514048576355, "Da": 11.922430038452148, "E_coh": 0.9239534735679626, "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": [ [ [ -86.41, 36.02 ], [ -86.38, 36.02 ], [ -86.37, 36.01 ], [ -86.37, 35.98 ], [ -86.35, 35.95 ], [ -86.36, 35.94 ], [ -86.39, 35.95 ], [ -86.42, 35.93 ], [ -86.43, 35.94 ], [ -86.47, 35.94 ], [ -86.48, 35.95 ], [ -86.48, 35.98 ], [ -86.47, 35.97 ], [ -86.45, 36.01 ], [ -86.42, 36.01 ], [ -86.41, 36.02 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0426, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, { "storm_id": "843636", "lat": 36.1964, "lon": -86.2755, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2500.0, "ebshear": 24.0, "srh01": 4.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 49.1494 }, { "name": "alignment", "value": 4.3879 }, { "name": "tau", "value": 2.5328 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 2.5328171253204346, "coherence_diagnostics": { "tau": 2.5328171253204346, "grad_tau": 0.21303215622901917, "torsion": 0.0, "alignment": 4.387894153594971, "S_field": 0.6630415916442871, "Gamma_field": 0.20000407099723816, "S_over_Gamma": 3.31514048576355, "Da": 11.922430038452148, "E_coh": 0.9239534735679626, "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": [ [ [ -86.27, 36.23 ], [ -86.24, 36.23 ], [ -86.21, 36.18 ], [ -86.25, 36.15 ], [ -86.27, 36.16 ], [ -86.31, 36.16 ], [ -86.33, 36.18 ], [ -86.3, 36.2 ], [ -86.3, 36.22 ], [ -86.28, 36.22 ], [ -86.27, 36.23 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0426, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, { "storm_id": "843637", "lat": 36.0882, "lon": -86.3973, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2477.0, "ebshear": 24.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 49.1494 }, { "name": "alignment", "value": 4.3879 }, { "name": "tau", "value": 2.5328 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 2.5328171253204346, "coherence_diagnostics": { "tau": 2.5328171253204346, "grad_tau": 0.21303215622901917, "torsion": 0.0, "alignment": 4.387894153594971, "S_field": 0.6630415916442871, "Gamma_field": 0.20000407099723816, "S_over_Gamma": 3.31514048576355, "Da": 11.922430038452148, "E_coh": 0.9239534735679626, "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": [ [ [ -86.39, 36.12 ], [ -86.38, 36.11 ], [ -86.37, 36.12 ], [ -86.38, 36.1 ], [ -86.37, 36.06 ], [ -86.39, 36.05 ], [ -86.4, 36.06 ], [ -86.44, 36.06 ], [ -86.43, 36.07 ], [ -86.43, 36.1 ], [ -86.39, 36.12 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0426, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, "receipt_sha256": "f0841100fd77806283495ba839d1ca4f685be05b17314bea8fc43c7cd962eb2b" }, { "storm_id": "843412", "lat": 29.7456, "lon": -90.8378, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4269.0, "ebshear": 16.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.15, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 47.5244 }, { "name": "alignment", "value": 0.1099 }, { "name": "tau", "value": 4.7283 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0425 }, "coherence_score": 4.728311538696289, "coherence_diagnostics": { "tau": 4.728311538696289, "grad_tau": 0.33548232913017273, "torsion": 0.0, "alignment": 0.10990101099014282, "S_field": 1.2450214624404907, "Gamma_field": 0.22500406205654144, "S_over_Gamma": 5.533329010009766, "Da": 14.040327072143555, "E_coh": 0.9734983444213867, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.86, 29.78 ], [ -90.81, 29.78 ], [ -90.79, 29.76 ], [ -90.79, 29.73 ], [ -90.82, 29.69 ], [ -90.85, 29.69 ], [ -90.88, 29.74 ], [ -90.88, 29.76 ], [ -90.86, 29.78 ] ] ] }, "raw_probability": 0.0425, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0425, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "707ed1820815e0fd7e1e5f73f9cd2e55c485903150c85533ab164ee7c7082cee" }, "receipt_sha256": "707ed1820815e0fd7e1e5f73f9cd2e55c485903150c85533ab164ee7c7082cee" }, { "storm_id": "843621", "lat": 49.07, "lon": -78.2607, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 454.0, "ebshear": 36.0, "srh01": 20.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 29.6494 }, { "name": "alignment", "value": -0.9404 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.042 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.315639853477478, "torsion": 0.0, "alignment": -0.9404277801513672, "S_field": 0.16844278573989868, "Gamma_field": 0.30833742022514343, "S_over_Gamma": 0.5462936758995056, "Da": 17.096893310546875, "E_coh": 0.3255062401294708, "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": [ [ [ -78.28, 49.12 ], [ -78.23, 49.12 ], [ -78.17, 49.09 ], [ -78.17, 49.04 ], [ -78.19, 49.04 ], [ -78.2, 49.05 ], [ -78.26, 49.05 ], [ -78.27, 49.04 ], [ -78.28, 49.05 ], [ -78.29, 49.04 ], [ -78.35, 49.04 ], [ -78.34, 49.06 ], [ -78.3, 49.08 ], [ -78.3, 49.11 ], [ -78.28, 49.12 ] ] ] }, "raw_probability": 0.042, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f949c085296e451df5d756ecf2c6dbc3733c2605d66c6c9ba848678f40b12f06", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.042, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "800e4033f58857df8e391ccb3ba225feacc1c70392baa76a20842c4a65545f5a" }, "receipt_sha256": "800e4033f58857df8e391ccb3ba225feacc1c70392baa76a20842c4a65545f5a" }, { "storm_id": "843635", "lat": 36.3117, "lon": -86.6717, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2168.0, "ebshear": 24.0, "srh01": 8.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 47.8994 }, { "name": "alignment", "value": 4.9066 }, { "name": "tau", "value": 2.2889 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0419 }, "coherence_score": 2.2889297008514404, "coherence_diagnostics": { "tau": 2.2889297008514404, "grad_tau": 0.2637321650981903, "torsion": 0.0, "alignment": 4.9065775871276855, "S_field": 0.5683881044387817, "Gamma_field": 0.26667073369026184, "S_over_Gamma": 2.131422996520996, "Da": 17.121763229370117, "E_coh": 0.9522379636764526, "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": [ [ [ -86.7, 36.34 ], [ -86.64, 36.34 ], [ -86.64, 36.29 ], [ -86.66, 36.28 ], [ -86.69, 36.28 ], [ -86.7, 36.34 ] ] ] }, "raw_probability": 0.0419, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0419, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9047b9459567f7e631f68b94ed97373a2261bf2547543996562aa03eb118de7b" }, "receipt_sha256": "9047b9459567f7e631f68b94ed97373a2261bf2547543996562aa03eb118de7b" }, { "storm_id": "843612", "lat": 28.7987, "lon": -95.9933, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4211.0, "ebshear": 4.0, "srh01": 4.0, "maxllaz": 0.0, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 39.8994 }, { "name": "alignment", "value": 3.5326 }, { "name": "tau", "value": 2.6536 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0416 }, "coherence_score": 2.65358829498291, "coherence_diagnostics": { "tau": 2.65358829498291, "grad_tau": 0.5135623216629028, "torsion": 0.0, "alignment": 3.5325698852539062, "S_field": 0.9531128406524658, "Gamma_field": 0.28083741664886475, "S_over_Gamma": 3.393824338912964, "Da": 16.245336532592773, "E_coh": 0.978668749332428, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.02, 28.84 ], [ -96.0, 28.81 ], [ -95.98, 28.8 ], [ -95.96, 28.81 ], [ -95.94, 28.79 ], [ -95.95, 28.77 ], [ -95.96, 28.78 ], [ -95.98, 28.78 ], [ -95.99, 28.76 ], [ -96.0, 28.76 ], [ -96.03, 28.79 ], [ -96.02, 28.8 ], [ -96.02, 28.82 ], [ -96.03, 28.83 ], [ -96.02, 28.84 ] ] ] }, "raw_probability": 0.0416, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0416, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "514b6bfe202d6fcc5c7f503736bf42076bd10ba34ae492f8e9da71cd85a756be" }, "receipt_sha256": "514b6bfe202d6fcc5c7f503736bf42076bd10ba34ae492f8e9da71cd85a756be" }, { "storm_id": "843141", "lat": 34.9363, "lon": -89.5856, "motion_east": 3.9, "motion_south": 3.4, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3391.0, "ebshear": 9.0, "srh01": 22.0, "maxllaz": 0.004, "mesh": 0.4, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 39.7744 }, { "name": "alignment", "value": 3.6361 }, { "name": "tau", "value": 1.7047 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0414 }, "coherence_score": 1.7047064304351807, "coherence_diagnostics": { "tau": 1.7047064304351807, "grad_tau": 0.19082123041152954, "torsion": 0.0, "alignment": 3.6361207962036133, "S_field": 0.7098671197891235, "Gamma_field": 0.3791707456111908, "S_over_Gamma": 1.8721568584442139, "Da": 24.44410514831543, "E_coh": 0.9423046112060547, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.66, 35.03 ], [ -89.63, 35.03 ], [ -89.55, 34.98 ], [ -89.51, 34.98 ], [ -89.49, 34.96 ], [ -89.49, 34.93 ], [ -89.48, 34.92 ], [ -89.5, 34.88 ], [ -89.52, 34.87 ], [ -89.59, 34.87 ], [ -89.62, 34.85 ], [ -89.65, 34.85 ], [ -89.68, 34.88 ], [ -89.68, 34.94 ], [ -89.66, 34.98 ], [ -89.66, 35.03 ] ] ] }, "raw_probability": 0.0414, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0414, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb734020cf7bd0a4e4e2de727f662764f9ac728dd83240bdc777dd35b03d07ae" }, "receipt_sha256": "eb734020cf7bd0a4e4e2de727f662764f9ac728dd83240bdc777dd35b03d07ae" }, { "storm_id": "843518", "lat": 35.6395, "lon": -85.1232, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1769.0, "ebshear": 22.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 46.8994 }, { "name": "alignment", "value": 7.5814 }, { "name": "tau", "value": 2.6863 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0413 }, "coherence_score": 2.6862874031066895, "coherence_diagnostics": { "tau": 2.6862874031066895, "grad_tau": 0.1461690217256546, "torsion": 0.0, "alignment": 7.5814290046691895, "S_field": 0.48838087916374207, "Gamma_field": 0.2866707444190979, "S_over_Gamma": 1.703629970550537, "Da": 16.880006790161133, "E_coh": 0.8039922714233398, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.16, 35.69 ], [ -85.15, 35.68 ], [ -85.15, 35.67 ], [ -85.15, 35.66 ], [ -85.15, 35.65 ], [ -85.15, 35.64 ], [ -85.14, 35.63 ], [ -85.13, 35.63 ], [ -85.12, 35.64 ], [ -85.11, 35.64 ], [ -85.1, 35.64 ], [ -85.09, 35.63 ], [ -85.08, 35.64 ], [ -85.07, 35.63 ], [ -85.06, 35.64 ], [ -85.05, 35.64 ], [ -85.04, 35.63 ], [ -85.05, 35.62 ], [ -85.06, 35.63 ], [ -85.07, 35.63 ], [ -85.08, 35.63 ], [ -85.09, 35.63 ], [ -85.1, 35.62 ], [ -85.11, 35.62 ], [ -85.12, 35.62 ], [ -85.13, 35.62 ], [ -85.14, 35.62 ], [ -85.15, 35.62 ], [ -85.16, 35.61 ], [ -85.17, 35.61 ], [ -85.18, 35.62 ], [ -85.17, 35.63 ], [ -85.17, 35.64 ], [ -85.17, 35.65 ], [ -85.16, 35.66 ], [ -85.17, 35.67 ], [ -85.17, 35.68 ], [ -85.16, 35.69 ] ] ] }, "raw_probability": 0.0413, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0413, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1649edcf8ccaab155ab5f885d8833b7950e09f099be71625872546d7aea1d52d" }, "receipt_sha256": "1649edcf8ccaab155ab5f885d8833b7950e09f099be71625872546d7aea1d52d" }, { "storm_id": "843304", "lat": 29.0975, "lon": -89.0667, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4054.0, "ebshear": 15.0, "srh01": 19.0, "maxllaz": 0.002, "mesh": 0.3, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 44.6494 }, { "name": "alignment", "value": -0.6454 }, { "name": "tau", "value": 4.7601 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0405 }, "coherence_score": 4.760149955749512, "coherence_diagnostics": { "tau": 4.760149955749512, "grad_tau": 0.05970542132854462, "torsion": 0.0, "alignment": -0.6453952789306641, "S_field": 1.2423607110977173, "Gamma_field": 0.2583374083042145, "S_over_Gamma": 4.809062480926514, "Da": 15.618213653564453, "E_coh": 0.9746479392051697, "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": [ [ [ -89.08, 29.14 ], [ -89.05, 29.14 ], [ -89.05, 29.13 ], [ -89.03, 29.12 ], [ -89.03, 29.09 ], [ -89.04, 29.07 ], [ -89.05, 29.07 ], [ -89.07, 29.05 ], [ -89.1, 29.05 ], [ -89.11, 29.06 ], [ -89.11, 29.11 ], [ -89.08, 29.14 ] ] ] }, "raw_probability": 0.0405, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0405, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4e8eab4f4dc1aa3d5e3d9d66f94a5be631fa619a7f2437cc7ad06a43c744b74f" }, "receipt_sha256": "4e8eab4f4dc1aa3d5e3d9d66f94a5be631fa619a7f2437cc7ad06a43c744b74f" }, { "storm_id": "843557", "lat": 38.713, "lon": -82.175, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2125.0, "ebshear": 9.0, "srh01": 15.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 36.5244 }, { "name": "alignment", "value": -0.6005 }, { "name": "tau", "value": 1.3182 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0405 }, "coherence_score": 1.3181819915771484, "coherence_diagnostics": { "tau": 1.3181819915771484, "grad_tau": 0.35754188895225525, "torsion": 0.0, "alignment": -0.6005337238311768, "S_field": 0.13426929712295532, "Gamma_field": 0.21833740174770355, "S_over_Gamma": 0.6149623990058899, "Da": 13.339377403259277, "E_coh": 0.8233720660209656, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.19, 38.75 ], [ -82.15, 38.75 ], [ -82.15, 38.72 ], [ -82.14, 38.71 ], [ -82.16, 38.69 ], [ -82.16, 38.68 ], [ -82.19, 38.68 ], [ -82.21, 38.69 ], [ -82.21, 38.71 ], [ -82.19, 38.75 ] ] ] }, "raw_probability": 0.0405, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0405, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4e8eab4f4dc1aa3d5e3d9d66f94a5be631fa619a7f2437cc7ad06a43c744b74f" }, "receipt_sha256": "4e8eab4f4dc1aa3d5e3d9d66f94a5be631fa619a7f2437cc7ad06a43c744b74f" }, { "storm_id": "843449", "lat": 29.1746, "lon": -89.9923, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3562.0, "ebshear": 12.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 43.8994 }, { "name": "alignment", "value": -0.3405 }, { "name": "tau", "value": 4.7873 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0403 }, "coherence_score": 4.787326812744141, "coherence_diagnostics": { "tau": 4.787326812744141, "grad_tau": 0.1007256954908371, "torsion": 0.0, "alignment": -0.34053534269332886, "S_field": 1.1732133626937866, "Gamma_field": 0.23500406742095947, "S_over_Gamma": 4.992311000823975, "Da": 14.203847885131836, "E_coh": 0.9832297563552856, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.0, 29.22 ], [ -89.98, 29.21 ], [ -89.95, 29.21 ], [ -89.95, 29.19 ], [ -89.94, 29.18 ], [ -89.95, 29.14 ], [ -89.99, 29.14 ], [ -90.0, 29.13 ], [ -90.01, 29.14 ], [ -90.05, 29.14 ], [ -90.04, 29.16 ], [ -90.04, 29.19 ], [ -90.0, 29.22 ] ] ] }, "raw_probability": 0.0403, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0403, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5f62e6d07945f1cd1d79a4f73de32ae5aa46c720ce698676c2db4b1786f53d28" }, "receipt_sha256": "5f62e6d07945f1cd1d79a4f73de32ae5aa46c720ce698676c2db4b1786f53d28" }, { "storm_id": "843577", "lat": 36.2656, "lon": -78.8885, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2066.0, "ebshear": 23.0, "srh01": 2.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 41.1494 }, { "name": "alignment", "value": 0.761 }, { "name": "tau", "value": 2.4519 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0401 }, "coherence_score": 2.4519057273864746, "coherence_diagnostics": { "tau": 2.4519057273864746, "grad_tau": 0.06907912343740463, "torsion": 0.0, "alignment": 0.7609579563140869, "S_field": 0.6692827343940735, "Gamma_field": 0.24417074024677277, "S_over_Gamma": 2.741044044494629, "Da": 14.706807136535645, "E_coh": 0.9396898150444031, "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": [ [ [ -78.88, 36.32 ], [ -78.87, 36.32 ], [ -78.86, 36.32 ], [ -78.85, 36.32 ], [ -78.84, 36.32 ], [ -78.83, 36.32 ], [ -78.82, 36.32 ], [ -78.81, 36.31 ], [ -78.81, 36.3 ], [ -78.82, 36.29 ], [ -78.82, 36.28 ], [ -78.83, 36.28 ], [ -78.84, 36.27 ], [ -78.85, 36.26 ], [ -78.85, 36.25 ], [ -78.85, 36.24 ], [ -78.86, 36.23 ], [ -78.87, 36.23 ], [ -78.88, 36.22 ], [ -78.88, 36.23 ], [ -78.88, 36.24 ], [ -78.88, 36.25 ], [ -78.88, 36.26 ], [ -78.89, 36.27 ], [ -78.9, 36.28 ], [ -78.91, 36.28 ], [ -78.92, 36.27 ], [ -78.92, 36.26 ], [ -78.92, 36.25 ], [ -78.92, 36.24 ], [ -78.92, 36.23 ], [ -78.92, 36.22 ], [ -78.92, 36.21 ], [ -78.92, 36.2 ], [ -78.93, 36.2 ], [ -78.94, 36.2 ], [ -78.94, 36.21 ], [ -78.94, 36.22 ], [ -78.94, 36.23 ], [ -78.94, 36.24 ], [ -78.94, 36.25 ], [ -78.94, 36.26 ], [ -78.94, 36.27 ], [ -78.94, 36.28 ], [ -78.93, 36.28 ], [ -78.92, 36.29 ], [ -78.91, 36.28 ], [ -78.9, 36.29 ], [ -78.89, 36.29 ], [ -78.88, 36.3 ], [ -78.88, 36.31 ], [ -78.88, 36.32 ] ] ] }, "raw_probability": 0.0401, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0401, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "842cbd5732b7ca0957b9fdd97f9557badc7abc17de3f3ce09075132ebed321c5" }, "receipt_sha256": "842cbd5732b7ca0957b9fdd97f9557badc7abc17de3f3ce09075132ebed321c5" }, { "storm_id": "843499", "lat": 36.0119, "lon": -86.8038, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2523.0, "ebshear": 20.0, "srh01": 16.0, "maxllaz": 0.002, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 47.8994 }, { "name": "alignment", "value": 4.9066 }, { "name": "tau", "value": 2.2889 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0399 }, "coherence_score": 2.2889297008514404, "coherence_diagnostics": { "tau": 2.2889297008514404, "grad_tau": 0.2637321650981903, "torsion": 0.0, "alignment": 4.9065775871276855, "S_field": 0.5683881044387817, "Gamma_field": 0.26667073369026184, "S_over_Gamma": 2.131422996520996, "Da": 17.121763229370117, "E_coh": 0.9522379636764526, "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": [ [ [ -86.79, 36.06 ], [ -86.75, 36.04 ], [ -86.73, 36.02 ], [ -86.73, 35.99 ], [ -86.77, 35.98 ], [ -86.78, 35.96 ], [ -86.83, 35.96 ], [ -86.84, 35.97 ], [ -86.86, 35.97 ], [ -86.86, 36.0 ], [ -86.84, 36.02 ], [ -86.84, 36.03 ], [ -86.83, 36.03 ], [ -86.82, 36.05 ], [ -86.8, 36.05 ], [ -86.79, 36.06 ] ] ] }, "raw_probability": 0.0399, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0399, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "94ed1cbee620fd6691113b3b7714c043ce82949e5f3018ff87f788ae3de88545" }, "receipt_sha256": "94ed1cbee620fd6691113b3b7714c043ce82949e5f3018ff87f788ae3de88545" }, { "storm_id": "843161", "lat": 30.595, "lon": -84.7093, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4034.0, "ebshear": 9.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.27, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 39.7744 }, { "name": "alignment", "value": -0.5362 }, { "name": "tau", "value": 4.085 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0398 }, "coherence_score": 4.085030555725098, "coherence_diagnostics": { "tau": 4.085030555725098, "grad_tau": 0.475259929895401, "torsion": 0.0, "alignment": -0.5362383127212524, "S_field": 0.5656962394714355, "Gamma_field": 0.3116707503795624, "S_over_Gamma": 1.8150444030761719, "Da": 18.489587783813477, "E_coh": 0.964465320110321, "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": [ [ [ -84.69, 30.64 ], [ -84.65, 30.64 ], [ -84.64, 30.63 ], [ -84.65, 30.58 ], [ -84.68, 30.55 ], [ -84.71, 30.55 ], [ -84.74, 30.53 ], [ -84.76, 30.54 ], [ -84.77, 30.55 ], [ -84.77, 30.6 ], [ -84.75, 30.62 ], [ -84.73, 30.63 ], [ -84.7, 30.63 ], [ -84.69, 30.64 ] ] ] }, "raw_probability": 0.0398, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0398, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d8439e24cf5eb5fc75bd586a6ea4bca8c87578d29b6ec06788f0661fe837e88d" }, "receipt_sha256": "d8439e24cf5eb5fc75bd586a6ea4bca8c87578d29b6ec06788f0661fe837e88d" }, { "storm_id": "843327", "lat": 40.57, "lon": -79.1425, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1930.0, "ebshear": 9.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 26.1494 }, { "name": "alignment", "value": 2.0525 }, { "name": "tau", "value": 1.0934 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0397 }, "coherence_score": 1.0934027433395386, "coherence_diagnostics": { "tau": 1.0934027433395386, "grad_tau": 0.2700679898262024, "torsion": 0.0, "alignment": 2.052480936050415, "S_field": 0.050452493131160736, "Gamma_field": 0.17417073249816895, "S_over_Gamma": 0.2896726131439209, "Da": 10.434759140014648, "E_coh": 0.3828287124633789, "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": [ [ [ -79.15, 40.62 ], [ -79.1, 40.62 ], [ -79.1, 40.51 ], [ -79.13, 40.51 ], [ -79.16, 40.54 ], [ -79.17, 40.54 ], [ -79.18, 40.6 ], [ -79.15, 40.62 ] ] ] }, "raw_probability": 0.0397, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0397, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1c6ccd8d4612ce0420fa5457469c7e9180231e4dd30d132465c293c84e619ecb" }, "receipt_sha256": "1c6ccd8d4612ce0420fa5457469c7e9180231e4dd30d132465c293c84e619ecb" }, { "storm_id": "843631", "lat": 38.3389, "lon": -82.45, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2483.0, "ebshear": 10.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 45.3994 }, { "name": "alignment", "value": 1.544 }, { "name": "tau", "value": 1.6781 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0393 }, "coherence_score": 1.6781408786773682, "coherence_diagnostics": { "tau": 1.6781408786773682, "grad_tau": 0.4494342803955078, "torsion": 0.0, "alignment": 1.5439945459365845, "S_field": 0.1580195277929306, "Gamma_field": 0.2775040864944458, "S_over_Gamma": 0.5694313645362854, "Da": 16.964527130126953, "E_coh": 0.7135033011436462, "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": [ [ [ -82.44, 38.37 ], [ -82.42, 38.34 ], [ -82.42, 38.32 ], [ -82.44, 38.3 ], [ -82.45, 38.31 ], [ -82.49, 38.32 ], [ -82.49, 38.36 ], [ -82.46, 38.36 ], [ -82.44, 38.37 ] ] ] }, "raw_probability": 0.0393, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0393, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0d92432b5cb0e83846646d98537b1861c4e1e49a6b6552d5930e0efb0e0ac986" }, "receipt_sha256": "0d92432b5cb0e83846646d98537b1861c4e1e49a6b6552d5930e0efb0e0ac986" }, { "storm_id": "843338", "lat": 40.2878, "lon": -79.8567, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2060.0, "ebshear": 4.0, "srh01": 5.0, "maxllaz": 0.004, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 26.1494 }, { "name": "alignment", "value": 2.0525 }, { "name": "tau", "value": 1.0934 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 1.0934027433395386, "coherence_diagnostics": { "tau": 1.0934027433395386, "grad_tau": 0.2700679898262024, "torsion": 0.0, "alignment": 2.052480936050415, "S_field": 0.050452493131160736, "Gamma_field": 0.17417073249816895, "S_over_Gamma": 0.2896726131439209, "Da": 10.434759140014648, "E_coh": 0.3828287124633789, "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": [ [ [ -79.86, 40.32 ], [ -79.84, 40.32 ], [ -79.83, 40.3 ], [ -79.83, 40.26 ], [ -79.85, 40.25 ], [ -79.88, 40.25 ], [ -79.9, 40.26 ], [ -79.86, 40.31 ], [ -79.86, 40.32 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0392, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cbcfa350ec0a41c354d0c67b138b2f06c0e33c0da6f82e6d22de347ae9a3ba6a" }, "receipt_sha256": "cbcfa350ec0a41c354d0c67b138b2f06c0e33c0da6f82e6d22de347ae9a3ba6a" }, { "storm_id": "843632", "lat": 38.2085, "lon": -90.1246, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2585.0, "ebshear": 10.0, "srh01": 4.0, "maxllaz": 0.0, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 25.2744 }, { "name": "alignment", "value": 2.6976 }, { "name": "tau", "value": 0.8647 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0391 }, "coherence_score": 0.8646879196166992, "coherence_diagnostics": { "tau": 0.8646879196166992, "grad_tau": 0.28572511672973633, "torsion": 0.0, "alignment": 2.697557210922241, "S_field": 0.06985452771186829, "Gamma_field": 0.17917074263095856, "S_over_Gamma": 0.3898768723011017, "Da": 11.074450492858887, "E_coh": 0.7749300003051758, "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": [ [ [ -90.17, 38.25 ], [ -90.12, 38.25 ], [ -90.1, 38.23 ], [ -90.09, 38.23 ], [ -90.07, 38.2 ], [ -90.07, 38.18 ], [ -90.1, 38.18 ], [ -90.12, 38.19 ], [ -90.14, 38.17 ], [ -90.15, 38.17 ], [ -90.15, 38.19 ], [ -90.17, 38.22 ], [ -90.17, 38.25 ] ] ] }, "raw_probability": 0.0391, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e065b09cb26a52a10a637e6c1dc4593f80b91ba4751471dfe46a097adf9d7492", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0391, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1fe0c23fb8c8851e548e0b806fd6619ed3858dfa68fd042b1a7acf277b3a0a4f" }, "receipt_sha256": "1fe0c23fb8c8851e548e0b806fd6619ed3858dfa68fd042b1a7acf277b3a0a4f" }, { "storm_id": "843032", "lat": 36.8833, "lon": -86.5689, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2015.0, "ebshear": 22.0, "srh01": 1.0, "maxllaz": 0.002, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 47.7744 }, { "name": "alignment", "value": 1.5758 }, { "name": "tau", "value": 2.245 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0384 }, "coherence_score": 2.244997978210449, "coherence_diagnostics": { "tau": 2.244997978210449, "grad_tau": 0.24540287256240845, "torsion": 0.0, "alignment": 1.57582688331604, "S_field": 0.6887516975402832, "Gamma_field": 0.1983374059200287, "S_over_Gamma": 3.472626209259033, "Da": 12.393841743469238, "E_coh": 0.9291088581085205, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.58, 36.92 ], [ -86.56, 36.92 ], [ -86.53, 36.89 ], [ -86.53, 36.86 ], [ -86.55, 36.85 ], [ -86.59, 36.85 ], [ -86.6, 36.86 ], [ -86.6, 36.88 ], [ -86.58, 36.92 ] ] ] }, "raw_probability": 0.0384, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d88f57e6e7bc1cca2c82ed87f6e24ae53e116cb99e95070e742e91c70295192b", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0384, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c3b50f7075baa4a3dc38ca6dd80d740932933bbc1cb7e6c64c845bf595862a8e" }, "receipt_sha256": "c3b50f7075baa4a3dc38ca6dd80d740932933bbc1cb7e6c64c845bf595862a8e" }, { "storm_id": "843459", "lat": 38.0136, "lon": -80.4091, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1394.0, "ebshear": 9.0, "srh01": 17.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 44.0244 }, { "name": "alignment", "value": 1.445 }, { "name": "tau", "value": 1.9841 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0383 }, "coherence_score": 1.9840621948242188, "coherence_diagnostics": { "tau": 1.9840621948242188, "grad_tau": 0.4080645442008972, "torsion": 0.0, "alignment": 1.4449896812438965, "S_field": 0.4626370668411255, "Gamma_field": 0.22750405967235565, "S_over_Gamma": 2.0335333347320557, "Da": 13.507898330688477, "E_coh": 0.9389932155609131, "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": [ [ [ -80.45, 38.05 ], [ -80.4, 38.05 ], [ -80.38, 38.03 ], [ -80.37, 38.03 ], [ -80.37, 37.99 ], [ -80.36, 37.98 ], [ -80.38, 37.97 ], [ -80.42, 37.97 ], [ -80.46, 37.99 ], [ -80.46, 38.04 ], [ -80.45, 38.05 ] ] ] }, "raw_probability": 0.0383, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0383, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c10be6fc92f684c92328b4943dad586d100cfeec6bf8505691dbfab5dd18ba6" }, "receipt_sha256": "2c10be6fc92f684c92328b4943dad586d100cfeec6bf8505691dbfab5dd18ba6" }, { "storm_id": "843542", "lat": 34.2343, "lon": -89.2271, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2418.0, "ebshear": 18.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 42.3994 }, { "name": "alignment", "value": 3.612 }, { "name": "tau", "value": 1.8581 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0382 }, "coherence_score": 1.858126163482666, "coherence_diagnostics": { "tau": 1.858126163482666, "grad_tau": 0.3322831988334656, "torsion": 0.0, "alignment": 3.6119744777679443, "S_field": 0.37376755475997925, "Gamma_field": 0.4808374047279358, "S_over_Gamma": 0.7773262858390808, "Da": 30.454090118408203, "E_coh": 0.8401523232460022, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.25, 34.27 ], [ -89.23, 34.27 ], [ -89.22, 34.26 ], [ -89.18, 34.26 ], [ -89.17, 34.27 ], [ -89.17, 34.21 ], [ -89.16, 34.19 ], [ -89.19, 34.17 ], [ -89.27, 34.17 ], [ -89.26, 34.21 ], [ -89.28, 34.23 ], [ -89.28, 34.25 ], [ -89.27, 34.25 ], [ -89.25, 34.27 ] ] ] }, "raw_probability": 0.0382, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0382, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "73c4c598a2697c4ed2ce2b89e0d868e8b06efa7c83e11a637494fee56b2d4c5b" }, "receipt_sha256": "73c4c598a2697c4ed2ce2b89e0d868e8b06efa7c83e11a637494fee56b2d4c5b" }, { "storm_id": "843608", "lat": 37.5918, "lon": -83.6945, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1494.0, "ebshear": 18.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 51.7744 }, { "name": "alignment", "value": 0.7239 }, { "name": "tau", "value": 2.1066 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0381 }, "coherence_score": 2.106630802154541, "coherence_diagnostics": { "tau": 2.106630802154541, "grad_tau": 0.4698132276535034, "torsion": 0.0, "alignment": 0.7239288091659546, "S_field": 0.5218712091445923, "Gamma_field": 0.22250406444072723, "S_over_Gamma": 2.3454456329345703, "Da": 13.534239768981934, "E_coh": 0.9161520600318909, "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": [ [ [ -83.68, 37.64 ], [ -83.66, 37.62 ], [ -83.66, 37.55 ], [ -83.67, 37.54 ], [ -83.69, 37.55 ], [ -83.73, 37.54 ], [ -83.73, 37.58 ], [ -83.74, 37.59 ], [ -83.71, 37.63 ], [ -83.69, 37.63 ], [ -83.68, 37.64 ] ] ] }, "raw_probability": 0.0381, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0381, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "32d971ff3264c7184be7f59bafae742b20c8b1aea69e052555b71107a9951f83" }, "receipt_sha256": "32d971ff3264c7184be7f59bafae742b20c8b1aea69e052555b71107a9951f83" }, { "storm_id": "842810", "lat": 36.169, "lon": -87.305, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2196.0, "ebshear": 15.0, "srh01": 11.0, "maxllaz": 0.003, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 47.8994 }, { "name": "alignment", "value": 4.9066 }, { "name": "tau", "value": 2.2889 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0377 }, "coherence_score": 2.2889297008514404, "coherence_diagnostics": { "tau": 2.2889297008514404, "grad_tau": 0.2637321650981903, "torsion": 0.0, "alignment": 4.9065775871276855, "S_field": 0.5683881044387817, "Gamma_field": 0.26667073369026184, "S_over_Gamma": 2.131422996520996, "Da": 17.121763229370117, "E_coh": 0.9522379636764526, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.31, 36.2 ], [ -87.29, 36.2 ], [ -87.27, 36.18 ], [ -87.27, 36.14 ], [ -87.29, 36.12 ], [ -87.33, 36.14 ], [ -87.33, 36.16 ], [ -87.32, 36.17 ], [ -87.33, 36.18 ], [ -87.31, 36.2 ] ] ] }, "raw_probability": 0.0377, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0377, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d1f874e13393092e5d523fa1cd2379e365bd55897b25b8273007e788a819492" }, "receipt_sha256": "2d1f874e13393092e5d523fa1cd2379e365bd55897b25b8273007e788a819492" }, { "storm_id": "843633", "lat": 37.667, "lon": -84.004, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1661.0, "ebshear": 18.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 51.7744 }, { "name": "alignment", "value": 0.7239 }, { "name": "tau", "value": 2.1066 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0377 }, "coherence_score": 2.106630802154541, "coherence_diagnostics": { "tau": 2.106630802154541, "grad_tau": 0.4698132276535034, "torsion": 0.0, "alignment": 0.7239288091659546, "S_field": 0.5218712091445923, "Gamma_field": 0.22250406444072723, "S_over_Gamma": 2.3454456329345703, "Da": 13.534239768981934, "E_coh": 0.9161520600318909, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.02, 37.7 ], [ -83.98, 37.7 ], [ -83.96, 37.69 ], [ -83.96, 37.66 ], [ -83.99, 37.62 ], [ -84.0, 37.62 ], [ -84.03, 37.65 ], [ -84.04, 37.65 ], [ -84.04, 37.68 ], [ -84.02, 37.7 ] ] ] }, "raw_probability": 0.0377, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0377, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d1f874e13393092e5d523fa1cd2379e365bd55897b25b8273007e788a819492" }, "receipt_sha256": "2d1f874e13393092e5d523fa1cd2379e365bd55897b25b8273007e788a819492" }, { "storm_id": "843257", "lat": 38.3233, "lon": -85.82, "motion_east": 4.0, "motion_south": -1.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2118.0, "ebshear": 18.0, "srh01": 10.0, "maxllaz": 0.004, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 41.6494 }, { "name": "alignment", "value": -0.8168 }, { "name": "tau", "value": 1.7382 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0374 }, "coherence_score": 1.738227128982544, "coherence_diagnostics": { "tau": 1.738227128982544, "grad_tau": 0.43511760234832764, "torsion": 0.0, "alignment": -0.8168343305587769, "S_field": 0.7441782355308533, "Gamma_field": 0.23250406980514526, "S_over_Gamma": 3.2007105350494385, "Da": 14.43723201751709, "E_coh": 0.9416646361351013, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.83, 38.35 ], [ -85.8, 38.35 ], [ -85.79, 38.34 ], [ -85.79, 38.3 ], [ -85.8, 38.29 ], [ -85.84, 38.29 ], [ -85.85, 38.3 ], [ -85.85, 38.34 ], [ -85.83, 38.35 ] ] ] }, "raw_probability": 0.0374, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0374, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bfe55352a1779822c35ae7b4838232e6abb1bf1b77792c09ec3a1289fb8332b8" }, "receipt_sha256": "bfe55352a1779822c35ae7b4838232e6abb1bf1b77792c09ec3a1289fb8332b8" }, { "storm_id": "842839", "lat": 36.54, "lon": -86.1186, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1931.0, "ebshear": 24.0, "srh01": 6.0, "maxllaz": 0.005, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 49.7744 }, { "name": "alignment", "value": 1.7584 }, { "name": "tau", "value": 2.4038 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 2.4037532806396484, "coherence_diagnostics": { "tau": 2.4037532806396484, "grad_tau": 0.23795658349990845, "torsion": 0.0, "alignment": 1.7583692073822021, "S_field": 0.7055793404579163, "Gamma_field": 0.20750407874584198, "S_over_Gamma": 3.400315523147583, "Da": 12.744108200073242, "E_coh": 0.9127635955810547, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.08, 36.63 ], [ -86.04, 36.61 ], [ -86.03, 36.55 ], [ -86.04, 36.54 ], [ -86.06, 36.55 ], [ -86.1, 36.51 ], [ -86.1, 36.48 ], [ -86.11, 36.47 ], [ -86.13, 36.48 ], [ -86.16, 36.45 ], [ -86.17, 36.45 ], [ -86.18, 36.46 ], [ -86.17, 36.48 ], [ -86.17, 36.51 ], [ -86.18, 36.52 ], [ -86.17, 36.56 ], [ -86.15, 36.58 ], [ -86.15, 36.59 ], [ -86.14, 36.59 ], [ -86.11, 36.62 ], [ -86.09, 36.62 ], [ -86.08, 36.63 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0373, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b6114da54a7f0ca40b6acd12c7f49d8e2dded0c45ddd5ec1e8d152c03b005311" }, "receipt_sha256": "b6114da54a7f0ca40b6acd12c7f49d8e2dded0c45ddd5ec1e8d152c03b005311" }, { "storm_id": "843470", "lat": 30.51, "lon": -85.5113, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2863.0, "ebshear": 13.0, "srh01": 19.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 39.7744 }, { "name": "alignment", "value": -0.5362 }, { "name": "tau", "value": 4.085 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0372 }, "coherence_score": 4.085030555725098, "coherence_diagnostics": { "tau": 4.085030555725098, "grad_tau": 0.475259929895401, "torsion": 0.0, "alignment": -0.5362383127212524, "S_field": 0.5656962394714355, "Gamma_field": 0.3116707503795624, "S_over_Gamma": 1.8150444030761719, "Da": 18.489587783813477, "E_coh": 0.964465320110321, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.53, 30.54 ], [ -85.48, 30.54 ], [ -85.47, 30.53 ], [ -85.47, 30.49 ], [ -85.5, 30.46 ], [ -85.56, 30.46 ], [ -85.55, 30.52 ], [ -85.53, 30.54 ] ] ] }, "raw_probability": 0.0372, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "8a345741c305d89069f92213e9a0a8d912612bf3c5d299f867d9726f4976a414", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0372, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5972d7d15f5d9c9de4e5a5589a30ed83cbb91bcd103327ac87b4f30a5e540360" }, "receipt_sha256": "5972d7d15f5d9c9de4e5a5589a30ed83cbb91bcd103327ac87b4f30a5e540360" }, { "storm_id": "843630", "lat": 39.0555, "lon": -83.0345, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1008.0, "ebshear": 10.0, "srh01": 7.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 30.8994 }, { "name": "alignment", "value": 0.4635 }, { "name": "tau", "value": 1.2174 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0369 }, "coherence_score": 1.217419981956482, "coherence_diagnostics": { "tau": 1.217419981956482, "grad_tau": 0.33963918685913086, "torsion": 0.0, "alignment": 0.4635215401649475, "S_field": 0.05454549193382263, "Gamma_field": 0.2191707342863083, "S_over_Gamma": 0.24887214601039886, "Da": 13.647006034851074, "E_coh": 0.37745797634124756, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.01, 39.09 ], [ -82.99, 39.08 ], [ -82.99, 39.03 ], [ -83.01, 39.01 ], [ -83.09, 39.01 ], [ -83.09, 39.02 ], [ -83.06, 39.05 ], [ -83.06, 39.07 ], [ -83.05, 39.08 ], [ -83.02, 39.08 ], [ -83.01, 39.09 ] ] ] }, "raw_probability": 0.0369, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0369, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b1ffc79700928065ac0a4990fd6f753a0e6cb1e1e675b70f0e226fc3a83f61c0" }, "receipt_sha256": "b1ffc79700928065ac0a4990fd6f753a0e6cb1e1e675b70f0e226fc3a83f61c0" }, { "storm_id": "843295", "lat": 37.5841, "lon": -88.6482, "motion_east": 0.9, "motion_south": 1.1, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2131.0, "ebshear": 6.0, "srh01": 8.0, "maxllaz": 0.004, "mesh": 0.34, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 30.2744 }, { "name": "alignment", "value": 1.2211 }, { "name": "tau", "value": 1.4145 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0368 }, "coherence_score": 1.414459466934204, "coherence_diagnostics": { "tau": 1.414459466934204, "grad_tau": 0.4797799587249756, "torsion": 0.0, "alignment": 1.2211343050003052, "S_field": 0.3250879645347595, "Gamma_field": 0.2683373987674713, "S_over_Gamma": 1.2114895582199097, "Da": 16.914575576782227, "E_coh": 0.9202110767364502, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.71, 37.64 ], [ -88.7, 37.63 ], [ -88.67, 37.63 ], [ -88.63, 37.61 ], [ -88.61, 37.61 ], [ -88.6, 37.62 ], [ -88.54, 37.62 ], [ -88.53, 37.61 ], [ -88.53, 37.59 ], [ -88.51, 37.57 ], [ -88.51, 37.55 ], [ -88.55, 37.55 ], [ -88.56, 37.54 ], [ -88.69, 37.54 ], [ -88.7, 37.53 ], [ -88.74, 37.53 ], [ -88.75, 37.52 ], [ -88.76, 37.53 ], [ -88.76, 37.57 ], [ -88.77, 37.59 ], [ -88.73, 37.63 ], [ -88.71, 37.64 ] ] ] }, "raw_probability": 0.0368, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "c34b2c8c189d059545daa4526820fc2327c27e3ed237d99b1b4a6d68f6660609", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0368, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4ca5eb56267b54887fb44c8b1e212bcfcabef55c8d6c3dece6918bd31afafe8a" }, "receipt_sha256": "4ca5eb56267b54887fb44c8b1e212bcfcabef55c8d6c3dece6918bd31afafe8a" }, { "storm_id": "843461", "lat": 37.8809, "lon": -85.685, "motion_east": 4.4, "motion_south": -1.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2279.0, "ebshear": 18.0, "srh01": 0.0, "maxllaz": 0.006, "mesh": 0.23, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 51.6494 }, { "name": "alignment", "value": 1.8703 }, { "name": "tau", "value": 2.1215 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0367 }, "coherence_score": 2.121492862701416, "coherence_diagnostics": { "tau": 2.121492862701416, "grad_tau": 0.3395117223262787, "torsion": 0.0, "alignment": 1.8702508211135864, "S_field": 0.5613448619842529, "Gamma_field": 0.2400040626525879, "S_over_Gamma": 2.338897228240967, "Da": 14.985203742980957, "E_coh": 0.9545855522155762, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.68, 38.01 ], [ -85.62, 38.01 ], [ -85.58, 37.97 ], [ -85.58, 37.95 ], [ -85.57, 37.94 ], [ -85.57, 37.92 ], [ -85.58, 37.91 ], [ -85.57, 37.9 ], [ -85.57, 37.88 ], [ -85.58, 37.87 ], [ -85.62, 37.87 ], [ -85.63, 37.86 ], [ -85.66, 37.86 ], [ -85.69, 37.88 ], [ -85.71, 37.86 ], [ -85.7, 37.85 ], [ -85.71, 37.84 ], [ -85.7, 37.83 ], [ -85.71, 37.82 ], [ -85.71, 37.78 ], [ -85.73, 37.78 ], [ -85.74, 37.79 ], [ -85.79, 37.79 ], [ -85.8, 37.8 ], [ -85.8, 37.82 ], [ -85.82, 37.84 ], [ -85.82, 37.87 ], [ -85.79, 37.9 ], [ -85.75, 37.9 ], [ -85.73, 37.92 ], [ -85.73, 37.96 ], [ -85.68, 38.01 ] ] ] }, "raw_probability": 0.0367, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "f0ae3f04daa58a7ed0250a9fd1d5a196f54d5a1be86b2d11afc54b849b5834f3", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0367, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6f4e2bceeb6e9e9144cb80a8bf158e41945dc2991b39ad704c6a9b33f04059bf" }, "receipt_sha256": "6f4e2bceeb6e9e9144cb80a8bf158e41945dc2991b39ad704c6a9b33f04059bf" }, { "storm_id": "843230", "lat": 38.4325, "lon": -82.39, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2577.0, "ebshear": 10.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 45.3994 }, { "name": "alignment", "value": 1.544 }, { "name": "tau", "value": 1.6781 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0362 }, "coherence_score": 1.6781408786773682, "coherence_diagnostics": { "tau": 1.6781408786773682, "grad_tau": 0.4494342803955078, "torsion": 0.0, "alignment": 1.5439945459365845, "S_field": 0.1580195277929306, "Gamma_field": 0.2775040864944458, "S_over_Gamma": 0.5694313645362854, "Da": 16.964527130126953, "E_coh": 0.7135033011436462, "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": [ [ [ -82.41, 38.47 ], [ -82.36, 38.46 ], [ -82.35, 38.4 ], [ -82.37, 38.4 ], [ -82.38, 38.39 ], [ -82.42, 38.41 ], [ -82.42, 38.46 ], [ -82.41, 38.47 ] ] ] }, "raw_probability": 0.0362, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "d73d6ddb7dd1a13c728ca25ff0ebbeeb9105d6c4772fe5809a6202ba3e54c090", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0362, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "89540bac6739a9dafb7ecc889497698fa4769160c4295aaa8882390889a8a46c" }, "receipt_sha256": "89540bac6739a9dafb7ecc889497698fa4769160c4295aaa8882390889a8a46c" }, { "storm_id": "843511", "lat": 37.5267, "lon": -82.0625, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2115.0, "ebshear": 18.0, "srh01": 18.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 49.5244 }, { "name": "alignment", "value": 1.49 }, { "name": "tau", "value": 2.1925 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0357 }, "coherence_score": 2.192481517791748, "coherence_diagnostics": { "tau": 2.192481517791748, "grad_tau": 0.45413628220558167, "torsion": 0.0, "alignment": 1.4900364875793457, "S_field": 0.5239668488502502, "Gamma_field": 0.21750406920909882, "S_over_Gamma": 2.4089980125427246, "Da": 13.276399612426758, "E_coh": 0.9175917506217957, "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": [ [ [ -82.08, 37.57 ], [ -82.04, 37.57 ], [ -82.04, 37.54 ], [ -82.03, 37.53 ], [ -82.03, 37.51 ], [ -82.04, 37.5 ], [ -82.05, 37.51 ], [ -82.07, 37.51 ], [ -82.08, 37.5 ], [ -82.1, 37.5 ], [ -82.11, 37.51 ], [ -82.08, 37.57 ] ] ] }, "raw_probability": 0.0357, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0357, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f5710e1752275dc99e9cc9d316a16f75cdd88c1e64ad341adfa13fff86f2c195" }, "receipt_sha256": "f5710e1752275dc99e9cc9d316a16f75cdd88c1e64ad341adfa13fff86f2c195" }, { "storm_id": "843527", "lat": 30.3036, "lon": -85.9829, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3638.0, "ebshear": 12.0, "srh01": 9.0, "maxllaz": 0.003, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 36.3994 }, { "name": "alignment", "value": -0.5083 }, { "name": "tau", "value": 3.9592 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0357 }, "coherence_score": 3.9592278003692627, "coherence_diagnostics": { "tau": 3.9592278003692627, "grad_tau": 0.47780656814575195, "torsion": 0.0, "alignment": -0.5083208084106445, "S_field": 0.6015489101409912, "Gamma_field": 0.3258374035358429, "S_over_Gamma": 1.8461627960205078, "Da": 19.387144088745117, "E_coh": 0.9656329154968262, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.0, 30.35 ], [ -85.99, 30.34 ], [ -85.99, 30.32 ], [ -85.96, 30.29 ], [ -85.95, 30.3 ], [ -85.93, 30.3 ], [ -85.93, 30.28 ], [ -85.95, 30.26 ], [ -86.0, 30.26 ], [ -86.02, 30.25 ], [ -86.02, 30.3 ], [ -86.01, 30.31 ], [ -86.01, 30.34 ], [ -86.0, 30.35 ] ] ] }, "raw_probability": 0.0357, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0357, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f5710e1752275dc99e9cc9d316a16f75cdd88c1e64ad341adfa13fff86f2c195" }, "receipt_sha256": "f5710e1752275dc99e9cc9d316a16f75cdd88c1e64ad341adfa13fff86f2c195" }, { "storm_id": "843387", "lat": 40.42, "lon": -79.268, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2064.0, "ebshear": 8.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 26.1494 }, { "name": "alignment", "value": 2.0525 }, { "name": "tau", "value": 1.0934 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0356 }, "coherence_score": 1.0934027433395386, "coherence_diagnostics": { "tau": 1.0934027433395386, "grad_tau": 0.2700679898262024, "torsion": 0.0, "alignment": 2.052480936050415, "S_field": 0.050452493131160736, "Gamma_field": 0.17417073249816895, "S_over_Gamma": 0.2896726131439209, "Da": 10.434759140014648, "E_coh": 0.3828287124633789, "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": [ [ [ -79.28, 40.46 ], [ -79.26, 40.46 ], [ -79.25, 40.43 ], [ -79.23, 40.42 ], [ -79.23, 40.39 ], [ -79.27, 40.39 ], [ -79.28, 40.38 ], [ -79.3, 40.39 ], [ -79.3, 40.42 ], [ -79.28, 40.46 ] ] ] }, "raw_probability": 0.0356, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "e980b937507fc293ec8bbd9336acf492a442cea236c66265a777df9a34e2db5a", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0356, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7fa4b0a8fe33299d71e33f31242fb2a8862a98d8963c552342d44075dd165963" }, "receipt_sha256": "7fa4b0a8fe33299d71e33f31242fb2a8862a98d8963c552342d44075dd165963" }, { "storm_id": "843406", "lat": 37.7922, "lon": -87.0622, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1833.0, "ebshear": 13.0, "srh01": 1.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 51.3994 }, { "name": "alignment", "value": 1.449 }, { "name": "tau", "value": 2.0604 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0354 }, "coherence_score": 2.0604467391967773, "coherence_diagnostics": { "tau": 2.0604467391967773, "grad_tau": 0.3465462327003479, "torsion": 0.0, "alignment": 1.4489541053771973, "S_field": 0.8727229833602905, "Gamma_field": 0.21083740890026093, "S_over_Gamma": 4.139317512512207, "Da": 12.944503784179688, "E_coh": 0.9424703121185303, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.08, 37.83 ], [ -87.03, 37.83 ], [ -87.02, 37.81 ], [ -87.02, 37.77 ], [ -87.04, 37.75 ], [ -87.09, 37.75 ], [ -87.1, 37.76 ], [ -87.1, 37.8 ], [ -87.08, 37.83 ] ] ] }, "raw_probability": 0.0354, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "1694dedd03cab3666c6028ac3c8936f3ef24e253c547bcb2b33da777ad6d9b16", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0354, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a72379fbcba12aab517e0de08cc15017c1dc7da8bb3607c6bb235b5e0d5db161" }, "receipt_sha256": "a72379fbcba12aab517e0de08cc15017c1dc7da8bb3607c6bb235b5e0d5db161" }, { "storm_id": "843571", "lat": 38.2515, "lon": -81.3404, "motion_east": 3.3, "motion_south": 1.2, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2432.0, "ebshear": 10.0, "srh01": 12.0, "maxllaz": 0.003, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 43.7744 }, { "name": "alignment", "value": 1.5182 }, { "name": "tau", "value": 1.8204 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0346 }, "coherence_score": 1.8204169273376465, "coherence_diagnostics": { "tau": 1.8204169273376465, "grad_tau": 0.4138728678226471, "torsion": 0.0, "alignment": 1.5182359218597412, "S_field": 0.31531915068626404, "Gamma_field": 0.26917076110839844, "S_over_Gamma": 1.1714465618133545, "Da": 16.16704559326172, "E_coh": 0.8428007364273071, "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": [ [ [ -81.5, 38.33 ], [ -81.47, 38.31 ], [ -81.39, 38.31 ], [ -81.38, 38.32 ], [ -81.32, 38.32 ], [ -81.28, 38.29 ], [ -81.2, 38.29 ], [ -81.16, 38.24 ], [ -81.13, 38.23 ], [ -81.11, 38.21 ], [ -81.12, 38.2 ], [ -81.17, 38.2 ], [ -81.19, 38.18 ], [ -81.2, 38.2 ], [ -81.28, 38.2 ], [ -81.3, 38.24 ], [ -81.38, 38.23 ], [ -81.39, 38.21 ], [ -81.41, 38.21 ], [ -81.39, 38.22 ], [ -81.4, 38.23 ], [ -81.42, 38.23 ], [ -81.46, 38.25 ], [ -81.52, 38.24 ], [ -81.56, 38.27 ], [ -81.56, 38.3 ], [ -81.5, 38.33 ] ] ] }, "raw_probability": 0.0346, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0346, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dec36f0b9c6ed68c7c2f1cc30094688083b897004e4d40caf3b44a65bc1d0be7" }, "receipt_sha256": "dec36f0b9c6ed68c7c2f1cc30094688083b897004e4d40caf3b44a65bc1d0be7" }, { "storm_id": "843391", "lat": 38.116, "lon": -82.579, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2150.0, "ebshear": 11.0, "srh01": 13.0, "maxllaz": 0.003, "mesh": 0.17, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 45.3994 }, { "name": "alignment", "value": 1.544 }, { "name": "tau", "value": 1.6781 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0344 }, "coherence_score": 1.6781408786773682, "coherence_diagnostics": { "tau": 1.6781408786773682, "grad_tau": 0.4494342803955078, "torsion": 0.0, "alignment": 1.5439945459365845, "S_field": 0.1580195277929306, "Gamma_field": 0.2775040864944458, "S_over_Gamma": 0.5694313645362854, "Da": 16.964527130126953, "E_coh": 0.7135033011436462, "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": [ [ [ -82.6, 38.15 ], [ -82.56, 38.15 ], [ -82.56, 38.14 ], [ -82.54, 38.12 ], [ -82.54, 38.08 ], [ -82.56, 38.06 ], [ -82.6, 38.07 ], [ -82.62, 38.1 ], [ -82.61, 38.14 ], [ -82.6, 38.15 ] ] ] }, "raw_probability": 0.0344, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "89ded3d18bd54848836a0efeb52944e5ad5de03fa3808b23d1add9409eb91be1", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0344, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1bdfac4d05965c87520e215a369d76a2a67c27bb674c56dce292b2cfa95ee7e1" }, "receipt_sha256": "1bdfac4d05965c87520e215a369d76a2a67c27bb674c56dce292b2cfa95ee7e1" }, { "storm_id": "843231", "lat": 38.23, "lon": -85.9313, "motion_east": 4.0, "motion_south": -1.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2292.0, "ebshear": 18.0, "srh01": 12.0, "maxllaz": 0.004, "mesh": 0.74, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 41.6494 }, { "name": "alignment", "value": -0.8168 }, { "name": "tau", "value": 1.7382 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0336 }, "coherence_score": 1.738227128982544, "coherence_diagnostics": { "tau": 1.738227128982544, "grad_tau": 0.43511760234832764, "torsion": 0.0, "alignment": -0.8168343305587769, "S_field": 0.7441782355308533, "Gamma_field": 0.23250406980514526, "S_over_Gamma": 3.2007105350494385, "Da": 14.43723201751709, "E_coh": 0.9416646361351013, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.95, 38.26 ], [ -85.9, 38.26 ], [ -85.88, 38.22 ], [ -85.91, 38.19 ], [ -85.94, 38.19 ], [ -85.96, 38.21 ], [ -85.96, 38.25 ], [ -85.95, 38.26 ] ] ] }, "raw_probability": 0.0336, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "675255ff4a3fca922495804f904a8b9dd0aba2f4f429488e185401df9e9f8834", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0336, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cbfc92898249ed8f1e2cb1760e0dbd2b645815c1758d339eace82f05d35c22f4" }, "receipt_sha256": "cbfc92898249ed8f1e2cb1760e0dbd2b645815c1758d339eace82f05d35c22f4" }, { "storm_id": "842865", "lat": 37.5078, "lon": -86.6211, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2199.0, "ebshear": 17.0, "srh01": 8.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 51.3994 }, { "name": "alignment", "value": 1.449 }, { "name": "tau", "value": 2.0604 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0335 }, "coherence_score": 2.0604467391967773, "coherence_diagnostics": { "tau": 2.0604467391967773, "grad_tau": 0.3465462327003479, "torsion": 0.0, "alignment": 1.4489541053771973, "S_field": 0.8727229833602905, "Gamma_field": 0.21083740890026093, "S_over_Gamma": 4.139317512512207, "Da": 12.944503784179688, "E_coh": 0.9424703121185303, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.64, 37.55 ], [ -86.6, 37.55 ], [ -86.58, 37.53 ], [ -86.58, 37.48 ], [ -86.6, 37.46 ], [ -86.63, 37.46 ], [ -86.66, 37.48 ], [ -86.66, 37.51 ], [ -86.64, 37.55 ] ] ] }, "raw_probability": 0.0335, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "9095dc20545b5d8bfdbf31d9dffcdbe8ee06973720f2269ffcea211f30749bb3", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.0335, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8b18e58965d8232cc4da3629f3c5e9f927b14146f1436a38360474fbc77b7ec1" }, "receipt_sha256": "8b18e58965d8232cc4da3629f3c5e9f927b14146f1436a38360474fbc77b7ec1" }, { "storm_id": "843576", "lat": 36.6218, "lon": -87.7445, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260708_163037 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1997.0, "ebshear": 9.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 42.2744 }, { "name": "alignment", "value": 2.7504 }, { "name": "tau", "value": 1.9694 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.031 }, "coherence_score": 1.9693734645843506, "coherence_diagnostics": { "tau": 1.9693734645843506, "grad_tau": 0.2915632128715515, "torsion": 0.0, "alignment": 2.7503910064697266, "S_field": 0.5778226852416992, "Gamma_field": 0.26000407338142395, "S_over_Gamma": 2.222360134124756, "Da": 16.523334503173828, "E_coh": 0.9251965284347534, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.75, 36.66 ], [ -87.72, 36.66 ], [ -87.69, 36.64 ], [ -87.69, 36.6 ], [ -87.74, 36.57 ], [ -87.75, 36.58 ], [ -87.77, 36.58 ], [ -87.77, 36.62 ], [ -87.78, 36.63 ], [ -87.78, 36.64 ], [ -87.75, 36.66 ] ] ] }, "raw_probability": 0.031, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "d3de293960155a844e1f28e4bd0722f42a621ae0e414a30c69a699f505031dbb", "input_sha256": "df5ba9ab60bad54f409fe9b937ee6f4cded2fe61644a214f4ef766f9d600d60e", "issued_at": "2026-07-08T16:32:49Z", "raw_probability": 0.031, "probability": 0.001203, "confidence_lo": 0.001177, "confidence_hi": 0.001203, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "817108fefc86f7e43fd07b944e94faa371a9351af5496df51cf6938556322d97" }, "receipt_sha256": "817108fefc86f7e43fd07b944e94faa371a9351af5496df51cf6938556322d97" } ] }