{"id":"W2121527533","doi":"10.1080/15389588.2011.636409","title":"Assessing a Country's Drink Driving Situation: An Overview of the Method Used in 6 Low- and Middle-Income Countries","year":2012,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"General partnership; Strengths and weaknesses; Transport engineering; Poison control; Program evaluation; Order (exchange); Engineering; Human factors and ergonomics; Best practice; Occupational safety and health; Business; Risk analysis (engineering); Environmental health; Political science; Medicine; Finance; Psychology; Economics; Public administration; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009526671,0.0001483679,0.0002227751,0.00007948458,0.00008546678,0.00004370439,0.0001118823,0.0001154541,0.00003330558],"category_scores_gemma":[0.00001615442,0.0001237714,0.00005677051,0.0002591456,0.00004325424,0.0008675061,0.00002878818,0.0001712113,0.00000288903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007731514,"about_ca_system_score_gemma":0.00003073922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005414758,"about_ca_topic_score_gemma":0.0001016578,"domain_scores_codex":[0.9988475,0.0001906541,0.0003766603,0.0001323601,0.0002084769,0.0002443351],"domain_scores_gemma":[0.9995423,0.00007578718,0.00009234581,0.0002117536,0.00002496584,0.0000528505],"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":[0.0001845702,0.001539715,0.3018578,0.01467048,0.0005414982,0.000006168643,0.0400986,0.3514701,0.00612875,0.03491199,0.0001197682,0.2484705],"study_design_scores_gemma":[0.0006956495,0.00004533611,0.9281744,0.002379779,0.00009101753,0.00001188028,0.000574632,0.06620036,0.001035837,0.0001175151,0.0003553296,0.000318224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933435,0.001161321,0.00452063,0.0000236026,0.000420325,0.0002628599,0.000004660018,0.0001302029,0.0001329261],"genre_scores_gemma":[0.9973218,0.0001721229,0.002333749,0.0000097853,0.00008723098,0.00001319926,0.000008631554,0.0000234831,0.00002998319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6263167,"threshold_uncertainty_score":0.5047253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440821081163002,"score_gpt":0.3215626154681395,"score_spread":0.2871544046565095,"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."}}