{"id":"W2740278717","doi":"","title":"Scenarios and measures to faithfully evaluate hazardous driving behavior: new insights on the usefulness of using perceptual-cognitive measures","year":2017,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal; Université de Montréal","funders":"","keywords":"Perception; Cognition; Hazardous waste; Cognitive psychology; Computer science; Psychology; Engineering; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006998333,0.001225658,0.0003377123,0.003130334,0.0004068055,0.002569424,0.001132592,0.001480385,0.002483299],"category_scores_gemma":[0.06216373,0.0003396256,0.0006360696,0.0009080116,0.001139565,0.00365181,0.001533364,0.0009667423,0.0003996847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005526722,"about_ca_system_score_gemma":0.0007458033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576585,"about_ca_topic_score_gemma":0.002137081,"domain_scores_codex":[0.9945233,0.003210641,0.0004941665,0.0004488602,0.001173452,0.0001495646],"domain_scores_gemma":[0.9645703,0.0215833,0.004700899,0.00387088,0.004083538,0.001191135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001961029,0.003186968,0.3503167,0.001930338,0.0008586054,0.0006757909,0.00470575,0.06157044,0.03346003,0.06515452,0.004856974,0.4713229],"study_design_scores_gemma":[0.0002808386,0.005777841,0.4561505,0.001622577,0.0005923292,0.002772326,0.006504974,0.2667755,0.03151082,0.2102653,0.01693476,0.0008122003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.556998,0.00233947,0.3899355,0.001229553,0.0004007292,0.001185503,0.001672995,0.0009315385,0.04530675],"genre_scores_gemma":[0.9370984,0.0004194379,0.06120351,0.0001881204,0.0000350694,0.0002908195,0.0003390248,0.00004505986,0.0003805635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006998333,"threshold_uncertainty_score":0.03701115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114362017316719,"score_gpt":0.336578770285979,"score_spread":0.22221675296926,"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."}}