{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001109268,0.00006577314,0.0001224901,0.00005258092,0.00004358943,0.000001523119,0.00009783557,0.00002310706,0.0001379156],"category_scores_gemma":[0.00000500394,0.00007045516,0.00003848127,0.0001685798,0.00001056753,0.00003061524,0.00005293848,0.0001641055,0.000005163514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009707621,"about_ca_system_score_gemma":0.000009382187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001876899,"about_ca_topic_score_gemma":0.0002001143,"domain_scores_codex":[0.9994462,0.0000200493,0.000185403,0.00008109975,0.0001239836,0.0001432335],"domain_scores_gemma":[0.9998,0.00002769513,0.00001866022,0.0001284799,0.000004102598,0.00002110701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000073417,0.00005171437,0.007822074,0.00004738301,0.00002372292,0.00003732375,0.001683097,0.9306456,0.00104185,0.001851037,0.00110829,0.05561447],"study_design_scores_gemma":[0.001397173,0.00004641148,0.8105145,0.0000302184,0.00001186425,0.00002715071,0.0008465825,0.04517645,0.0002813705,0.0001713599,0.1411459,0.0003510542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450644,0.002510222,0.0019133,0.0001076238,0.0008417879,0.0001813405,0.0000809721,0.0002910029,0.04900932],"genre_scores_gemma":[0.9995387,0.00005371266,0.0002453018,0.00001831578,0.0000235959,0.000007921266,0.000009644583,0.00001550469,0.0000873022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8854692,"threshold_uncertainty_score":0.2873078,"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."}}