{"id":"W3085884259","doi":"10.1016/j.shaw.2020.09.001","title":"Long-Haul Truck Driver Training Does Not Meet Driver Needs in Canada","year":2020,"lang":"en","type":"article","venue":"Safety and Health at Work","topic":"Traffic and Road Safety","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Northern British Columbia; University of Saskatchewan","funders":"Government of Alberta","keywords":"Truck; Training (meteorology); Transport engineering; Business; Aeronautics; Engineering; Automotive engineering; 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":[0.002220737,0.0002132894,0.0003903133,0.0008437511,0.007993075,0.002262884,0.002079309,0.0007058064,0.004004991],"category_scores_gemma":[0.007460845,0.0003358974,0.0003358589,0.002416475,0.001342784,0.001017038,0.001899371,0.001227209,0.0002721515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07558799,"about_ca_system_score_gemma":0.2495451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971266,"about_ca_topic_score_gemma":0.9991022,"domain_scores_codex":[0.9961147,0.0002066447,0.0001302215,0.0002211014,0.001550813,0.001776438],"domain_scores_gemma":[0.9870595,0.0006577704,0.0007205097,0.0001722127,0.00645171,0.004938415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002044455,0.0004141003,0.8219978,0.001095891,0.00007378029,0.0006662415,0.03029719,0.0007788127,0.001413126,0.002672262,0.03911016,0.1012762],"study_design_scores_gemma":[0.00002170753,0.0001023097,0.9267937,0.0005365998,0.00002614655,0.0001191716,0.04050182,0.0007154131,0.0002310346,0.0002530299,0.03065169,0.00004737636],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536494,0.002117282,0.0005772511,0.0123769,0.0001834095,0.0002803439,0.002012018,0.00006473806,0.02873867],"genre_scores_gemma":[0.99263,0.0008876877,0.0005460641,0.001603506,0.00001058907,0.00005911981,0.0006154325,0.00001392936,0.003633716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07558799,"threshold_uncertainty_score":0.5484318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847162596528216,"score_gpt":0.2144394342181742,"score_spread":0.1959678082528921,"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."}}