{"id":"W635963873","doi":"","title":"York Region Pedestrian Safety Campaign","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Geography; Population; Law enforcement; Transport engineering; Engineering; Demography; Political science; Sociology","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":[0.0008899057,0.0007610752,0.0004362148,0.001161315,0.002676962,0.001990084,0.0008606489,0.002152225,0.2231448],"category_scores_gemma":[0.002261305,0.0003757743,0.0002988381,0.0006119594,0.0004482073,0.0008859594,0.001826247,0.002563469,0.07181603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192442,"about_ca_system_score_gemma":0.01028701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2700841,"about_ca_topic_score_gemma":0.514174,"domain_scores_codex":[0.9993237,0.00005053614,0.00003035908,0.0001375492,0.0003068903,0.0001509326],"domain_scores_gemma":[0.9981324,0.0001514398,0.00006353627,0.00009557127,0.001083285,0.0004738262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003314167,0.000026835,0.0008208383,0.00007421545,0.00000309442,0.00004033154,0.00008345644,0.00001248854,0.0001327172,0.000688765,0.9765688,0.02151533],"study_design_scores_gemma":[0.00001525328,0.00002360573,0.00650897,0.0001279775,0.000004572473,0.00002656341,0.0001345617,0.0000291804,0.00006401693,0.00006090278,0.9929975,0.000006899324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007392415,0.006524523,0.0005883318,0.02849314,0.01006902,0.0006478853,0.03639556,0.001149109,0.90874],"genre_scores_gemma":[0.01988439,0.004735403,0.0007380272,0.007186132,0.001520849,0.0005888998,0.02241278,0.0002326834,0.9427009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7299159,"threshold_uncertainty_score":0.7464936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00783618574668404,"score_gpt":0.1657114645226341,"score_spread":0.15787527877595,"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."}}