{"id":"W4398140687","doi":"10.1175/mwr-d-23-0251.1","title":"Estimating Wind Speeds in Tornadoes Using Debris Trajectories of Large Compact Objects","year":2024,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Western University","keywords":"Tornado; Debris; Meteorology; Environmental science; Geology; Climatology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003775751,0.0003253887,0.0002299676,0.001087492,0.0002424271,0.0004040982,0.0002612451,0.0001943414,0.0007428306],"category_scores_gemma":[0.001322406,0.0001556003,0.0001918278,0.0007420417,0.0001629232,0.000524948,0.0001940988,0.0001996216,0.0001749274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671116,"about_ca_system_score_gemma":0.0004346342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05432375,"about_ca_topic_score_gemma":0.08336256,"domain_scores_codex":[0.9999028,0.00001796331,0.000007110316,0.00002497862,0.0000330421,0.00001400498],"domain_scores_gemma":[0.9995463,0.0001097182,0.0001164407,0.00003806951,0.0001607981,0.00002866587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000245599,0.00007389313,0.4358818,0.000178509,0.0001590418,0.0003485875,0.0003722977,0.4367932,0.008005213,0.001275457,0.0009117081,0.1157546],"study_design_scores_gemma":[0.00001497906,0.00009994819,0.2365024,0.00006633104,0.00004065468,0.0000901856,0.0005590197,0.7565439,0.003735499,0.0007838454,0.00152454,0.0000386309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650978,0.0002511335,0.03221245,0.00003468891,0.00001790513,0.0000441383,0.0004723512,0.0001772067,0.001692271],"genre_scores_gemma":[0.9918504,0.0001456936,0.007350228,0.000002160322,0.000002107804,0.000008201804,0.0002538187,0.000008248665,0.0003790401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05432375,"threshold_uncertainty_score":0.1080151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487624585884766,"score_gpt":0.2987163059330278,"score_spread":0.2538400600741802,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}