{"id":"W635999623","doi":"","title":"Novice Learner Driver Perceptions of the Efficiency of Driving Simulator-Based Training in a Natural Setting in Quebec","year":2014,"lang":"en","type":"article","venue":"Transportation Research Board 93rd Annual MeetingTransportation Research Board","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Driving simulator; Perception; Psychological intervention; Training (meteorology); Psychology; Applied psychology; Engineering; Simulation; Transport engineering; Medical education; Medicine; Social psychology","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":[0.0007084204,0.0001979036,0.0001688832,0.0005376827,0.001170733,0.001036889,0.0006273605,0.0003335124,0.002802039],"category_scores_gemma":[0.002185942,0.0001541739,0.0002380342,0.0003589166,0.0005123304,0.0004588263,0.0004739042,0.0005061578,0.0002662338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007993679,"about_ca_system_score_gemma":0.004166335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9303785,"about_ca_topic_score_gemma":0.9653508,"domain_scores_codex":[0.9995613,0.00006029398,0.0000233721,0.0000616438,0.000183422,0.0001100975],"domain_scores_gemma":[0.9981901,0.0001860977,0.0002926418,0.00003715131,0.0007586268,0.0005354627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009089371,0.000432315,0.9707225,0.0000380994,0.00003165999,0.000189293,0.01236908,0.0003135281,0.001608811,0.00008829311,0.0008338924,0.01328166],"study_design_scores_gemma":[0.000003524142,0.0001358716,0.9920992,0.00001330251,0.000006009949,0.0000312397,0.006329111,0.0003814237,0.0001634461,0.000005872039,0.0008211266,0.000009925243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992094,0.00002210356,0.00002364474,0.00003112023,0.000001041987,0.000008372893,0.00007062947,0.000001914713,0.0006317983],"genre_scores_gemma":[0.9983845,0.00006759458,0.00006848759,0.00002667987,8.789854e-7,0.000006993365,0.0001655396,0.000001905133,0.001277488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0696215,"threshold_uncertainty_score":0.140063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703528069279557,"score_gpt":0.4069177518432661,"score_spread":0.3698824711504705,"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."}}