{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001438058,0.0001880573,0.0003586966,0.00004310236,0.0001447214,0.000008376171,0.0001043947,0.00008017096,0.0001250935],"category_scores_gemma":[0.000006011672,0.0001592167,0.00003504045,0.0003462978,0.00003189375,0.00006620758,0.00004334085,0.0002779263,0.00001213503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750518,"about_ca_system_score_gemma":0.0003788621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03926901,"about_ca_topic_score_gemma":0.6623242,"domain_scores_codex":[0.9986937,0.00003107612,0.0003819965,0.0002056145,0.0001664494,0.000521132],"domain_scores_gemma":[0.9993557,0.00006070117,0.00003922158,0.0001141789,0.000008519147,0.0004216816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001011321,0.00003163058,0.4668677,0.001513511,0.0001757522,0.0002413596,0.07007883,0.2182669,0.00003321541,0.003265793,0.03193346,0.2065805],"study_design_scores_gemma":[0.001459982,0.00004436267,0.8996186,0.0001964562,0.00001109126,0.000006415797,0.00229307,0.005386675,0.00001946033,0.00002210771,0.09050201,0.000439738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385095,0.003386249,0.001442123,0.04768902,0.001674109,0.0006786419,0.000139197,0.0004477458,0.006033439],"genre_scores_gemma":[0.9949055,0.001125003,0.0002595745,0.003314912,0.0001773498,0.000004464649,0.00001683818,0.00002879448,0.0001676162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6230553,"threshold_uncertainty_score":0.9671286,"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."}}