{"id":"W4229520982","doi":"10.7895/ijadr.vxiy.205","title":"Alcohol policies and impaired driving in the United States: Effects of driving- vs. drinking-oriented policies","year":2015,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Binge drinking; Drunk driving; Driving under the influence; Alcohol; Psychology; Environmental health; Injury prevention; Poison control; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000867577,0.0002525306,0.0002355042,0.0006485342,0.0003539253,0.0007223602,0.0003370288,0.0004771793,0.001929612],"category_scores_gemma":[0.001940017,0.0002777305,0.0008306266,0.0008144206,0.0003066623,0.0004129347,0.0007584445,0.0007137518,0.0001777324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857222,"about_ca_system_score_gemma":0.0006419157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04957861,"about_ca_topic_score_gemma":0.06952684,"domain_scores_codex":[0.9993793,0.0002214622,0.00005626973,0.0001328105,0.0001025652,0.0001076022],"domain_scores_gemma":[0.9978383,0.0003966503,0.0009835516,0.0001427689,0.0001562111,0.0004825508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126789,0.00007988387,0.9987047,0.00000562137,0.0001020775,0.00001055588,0.00004047792,0.00006765523,0.00004939784,0.00001804176,0.0001173509,0.000691568],"study_design_scores_gemma":[0.000004769294,0.00006325443,0.9992993,0.000006554691,0.00004533213,0.00001418013,0.0001586302,0.0002579618,0.00002788212,0.00001785623,0.0001014606,0.000002743703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985,0.0003736528,0.00005404769,0.000130337,0.00001248494,0.000006752873,0.0005874186,0.000003926876,0.0003313618],"genre_scores_gemma":[0.9988207,0.0001846884,0.00004020902,0.00004389865,0.000009064383,0.000008254773,0.0006826513,0.000001868222,0.000208591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04957861,"threshold_uncertainty_score":0.09858006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546751276951569,"score_gpt":0.3891775565405247,"score_spread":0.323710043771009,"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."}}