{"id":"W7097801690","doi":"","title":"Incident Management The Key to Successful Traffic Management in Toronto","year":2014,"lang":"en","type":"article","venue":"","topic":"Traffic control and management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incident management; Traffic congestion; Key (lock); Management system; Traffic speed; Road traffic; Order (exchange)","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":[0.002244041,0.0006628929,0.0003188721,0.00115718,0.01286334,0.00755506,0.001864021,0.001990176,0.041992],"category_scores_gemma":[0.00702139,0.0007448416,0.0003537875,0.001564395,0.002838682,0.00214771,0.006383501,0.00480834,0.009316568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03813926,"about_ca_system_score_gemma":0.1098768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7666531,"about_ca_topic_score_gemma":0.8633185,"domain_scores_codex":[0.9953279,0.0005420074,0.000271932,0.0002955712,0.002252585,0.001309859],"domain_scores_gemma":[0.985986,0.0004285959,0.000731011,0.0003816558,0.005876999,0.006595748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009737514,0.0001640709,0.0150464,0.0005924223,0.00003930981,0.00333451,0.008281059,0.001886495,0.003028325,0.02296347,0.7384599,0.2061067],"study_design_scores_gemma":[0.00001581124,0.00006625581,0.05008288,0.000504659,0.00001785775,0.0005978785,0.01241001,0.0007298388,0.0007115261,0.004791739,0.9299751,0.00009648192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.038552,0.01184575,0.01291027,0.2575156,0.006992861,0.001074215,0.001680104,0.00250527,0.6669238],"genre_scores_gemma":[0.5386742,0.01731309,0.01768479,0.01602488,0.001641638,0.0003217811,0.001950461,0.000581525,0.4058076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2333469,"threshold_uncertainty_score":0.4694422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003935075376347753,"score_gpt":0.1980527290322741,"score_spread":0.1941176536559263,"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."}}