{"id":"W656001148","doi":"","title":"Safety Evaluation of Red Light Camera and Intersection Speed Camera Programs in Alberta","year":2015,"lang":"en","type":"article","venue":"Transportation Research Board 94th Annual MeetingTransportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Spillover effect; Poison control; Transport engineering; Enforcement; Software deployment; Occupational safety and health; Human factors and ergonomics; Computer science; Engineering; Environmental health; Medicine; Political science; Economics","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":[0.004236877,0.0005779061,0.0004194637,0.001896838,0.001267125,0.0007441839,0.001333016,0.0003536075,0.001308658],"category_scores_gemma":[0.005822429,0.0002535407,0.0005687103,0.001851406,0.0006734713,0.0004122018,0.0007894818,0.0004501272,0.000149308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02975263,"about_ca_system_score_gemma":0.04385868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.922837,"about_ca_topic_score_gemma":0.963132,"domain_scores_codex":[0.9964975,0.000657433,0.00009959842,0.0002462793,0.001995791,0.0005035092],"domain_scores_gemma":[0.9926899,0.0008904288,0.0007927908,0.0001883366,0.004653835,0.0007846444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004497738,0.007484418,0.7796769,0.0009634873,0.0005447593,0.0009945391,0.004146095,0.017637,0.005823776,0.001365116,0.004934645,0.1719317],"study_design_scores_gemma":[0.0001778449,0.004720849,0.9752305,0.0001574838,0.0003184875,0.0000801392,0.004299208,0.007869673,0.002286825,0.0001744876,0.004624319,0.0000601362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930806,0.000423754,0.0006010982,0.0001370754,0.00001747427,0.0004932571,0.0005493982,0.0000387692,0.004658684],"genre_scores_gemma":[0.9925027,0.0006944922,0.001655748,0.0001376441,0.00001315524,0.0001885858,0.001182015,0.000009688942,0.003615906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07716304,"threshold_uncertainty_score":0.2158715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07943475001798496,"score_gpt":0.3498396473597247,"score_spread":0.2704048973417398,"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."}}