{"id":"W2027125309","doi":"10.1080/15389588.2013.813628","title":"An Evaluation of Immediate Roadside Prohibitions for Drinking Drivers in British Columbia: Findings from Roadside Surveys","year":2013,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"Fraser Health Authority","keywords":"Poison control; Injury prevention; Environmental health; Blood alcohol; Driving under the influence; Suicide prevention; Occupational safety and health; Human factors and ergonomics; Drunk drivers; Medicine; Demography; Geography; Toxicology; Drunk driving; Biology","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":[0.0009650094,0.0002792352,0.0002762158,0.001162667,0.001279601,0.0007892773,0.001130787,0.0004073801,0.00107833],"category_scores_gemma":[0.003917037,0.0003724575,0.0002434939,0.002450593,0.0004000982,0.0002827117,0.0008753947,0.0004767019,0.0002648682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008645526,"about_ca_system_score_gemma":0.01187022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665753,"about_ca_topic_score_gemma":0.9855538,"domain_scores_codex":[0.9983418,0.0002555925,0.0001010125,0.0001359901,0.0008342311,0.0003312957],"domain_scores_gemma":[0.9954424,0.0002947354,0.000725106,0.0001139162,0.002867269,0.000556558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005942186,0.00007893641,0.987676,0.00009422482,0.00005452243,0.0001040368,0.001001588,0.0001477874,0.0003739846,0.00001079041,0.000765912,0.009632822],"study_design_scores_gemma":[0.00000164288,0.00002330475,0.998555,0.00001349327,0.000006838306,0.00001331521,0.0008496138,0.00006043069,0.00004115414,0.000001229578,0.0004305389,0.000003495894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955339,0.0002937791,0.00008094875,0.0001344743,0.000005663281,0.0001465858,0.00143204,0.000009657701,0.002362891],"genre_scores_gemma":[0.9960417,0.0004832842,0.0001875733,0.0001707332,0.000004018509,0.00010607,0.001420075,0.000004681109,0.001581776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03342474,"threshold_uncertainty_score":0.0672431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06132747819566978,"score_gpt":0.3957459536217445,"score_spread":0.3344184754260747,"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."}}