{"id":"W2747263585","doi":"10.3141/2660-01","title":"Transfer of Skills Learned on a Driving Simulator to On-Road Driving Behavior","year":2017,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Crash; Poison control; Driving simulator; Overconfidence effect; Injury prevention; Human factors and ergonomics; Psychology; Suicide prevention; Occupational safety and health; Applied psychology; Medicine; Simulation; Engineering; Environmental health; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002915324,0.0003318503,0.0006147855,0.001056641,0.0009369731,0.0001565267,0.001709555,0.0002429354,0.0002491328],"category_scores_gemma":[0.0002671613,0.0002565606,0.0005300108,0.0007544425,0.0004457713,0.0006052279,0.000007626393,0.002405857,0.0000470928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257201,"about_ca_system_score_gemma":0.0002637703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009599553,"about_ca_topic_score_gemma":0.009498788,"domain_scores_codex":[0.9933843,0.0004303005,0.001360571,0.0004066614,0.003470386,0.0009477559],"domain_scores_gemma":[0.9959561,0.0007982915,0.0002082301,0.00097142,0.001496864,0.0005691154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003049029,0.001573207,0.4497399,0.0006104098,0.0005007748,0.0003885209,0.007981156,0.3617184,0.03204015,0.003941314,0.003315903,0.1351413],"study_design_scores_gemma":[0.001563038,0.001131594,0.9828108,0.0009248791,0.0000564129,3.431915e-7,0.0005249094,0.0005496636,0.008512884,0.0001444678,0.003528867,0.0002521313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946676,0.00003449125,0.001399238,0.001568849,0.000732599,0.001077296,0.00006453695,0.00005727322,0.0003980632],"genre_scores_gemma":[0.9983087,0.0004010568,0.0004940829,0.00002920341,0.0001893707,0.00006837846,0.000006431207,0.0001022286,0.0004005686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5330709,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0674501411128023,"score_gpt":0.3817584778006136,"score_spread":0.3143083366878113,"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."}}