{"id":"W4214696451","doi":"10.3390/safety8010016","title":"Dangerous Overtaking of Cyclists in Montréal","year":2022,"lang":"en","type":"article","venue":"Safety","topic":"Traffic and Road Safety","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Overtaking; Transport engineering; Cycling; Match play; Duration (music); Engineering; Simulation; Geography; Medicine","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":[0.0003071677,0.0004964659,0.0003097825,0.001097972,0.00126678,0.0007794058,0.0006996695,0.000514894,0.003135108],"category_scores_gemma":[0.001019742,0.0002232252,0.0004090296,0.0008959404,0.000523913,0.0003212981,0.0008131259,0.0003120349,0.0002980468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006160978,"about_ca_system_score_gemma":0.003291554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.90286,"about_ca_topic_score_gemma":0.9603649,"domain_scores_codex":[0.9996303,0.00004820057,0.00001328395,0.00009114852,0.0001098803,0.0001071686],"domain_scores_gemma":[0.9995236,0.00004546745,0.0001286988,0.00001715625,0.0001379848,0.0001470759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002780386,0.0001349889,0.975041,0.00008362074,0.0000986937,0.001487276,0.003607663,0.001641012,0.003125993,0.0001645337,0.001273441,0.01306376],"study_design_scores_gemma":[0.000004471473,0.000137747,0.9944389,0.00002157482,0.00001804394,0.0001390747,0.002850699,0.001205492,0.000138377,0.00003068044,0.0009909879,0.00002409605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998195,0.0001194742,0.000100837,0.00005850092,0.000004644576,0.00002865188,0.0004268693,0.0000146091,0.001051462],"genre_scores_gemma":[0.9980006,0.00012163,0.0001412665,0.00001592459,0.0000036041,0.00001314937,0.0004008948,0.000003439548,0.001299563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09713995,"threshold_uncertainty_score":0.195424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003195864558172452,"score_gpt":0.1623192207307044,"score_spread":0.159123356172532,"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."}}