{"id":"W4253162664","doi":"10.1029/2019eo118983","title":"Before Canadian Scientists Can Study Tornadoes, They Have to Find Them","year":2019,"lang":"en","type":"article","venue":"Eos","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tornado; Meteorology; Environmental science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004615916,0.0007456658,0.000719962,0.001298942,0.003384813,0.002396422,0.001231616,0.0008070283,0.01144149],"category_scores_gemma":[0.002734374,0.000280741,0.000984899,0.002978085,0.0005740378,0.001639601,0.001035801,0.001487425,0.001403865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009256129,"about_ca_system_score_gemma":0.02797314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9625507,"about_ca_topic_score_gemma":0.9821293,"domain_scores_codex":[0.9997181,0.00003584413,0.000008694862,0.00003021803,0.0001188706,0.00008831791],"domain_scores_gemma":[0.9989064,0.0001268114,0.00007975504,0.00008666695,0.0005280964,0.0002722532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003653297,0.000406476,0.2596083,0.001636424,0.0006599475,0.0005180595,0.002661319,0.06760746,0.001767009,0.04816696,0.4339629,0.1826397],"study_design_scores_gemma":[0.0003330841,0.0002565153,0.2658393,0.001010576,0.0003697909,0.0001856245,0.02463916,0.07761917,0.00144707,0.03998317,0.5879234,0.0003931114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3764732,0.01000231,0.04170836,0.06159141,0.004441799,0.001578452,0.1899259,0.004616443,0.309662],"genre_scores_gemma":[0.802602,0.01292285,0.0744457,0.004766314,0.0004200583,0.00046355,0.04951295,0.0008011259,0.05406554],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0374493,"threshold_uncertainty_score":0.07533962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451470739629359,"score_gpt":0.2245417447260471,"score_spread":0.2000270373297535,"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."}}