{"id":"W4232742088","doi":"10.1037/e507502013-227","title":"Drinking, Substance Use and the Operation of Motor Vehicles in Canada: 2010 Findings From the Health Behaviour in School-aged Children Survey","year":2012,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Substance use; Environmental health; Psychology; Gerontology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004184204,0.0002349351,0.0004698585,0.0000605794,0.000346022,0.000163551,0.001104831,0.0001660361,0.0002337512],"category_scores_gemma":[0.0002889274,0.0001570522,0.00003287274,0.0002954215,0.0004263709,0.0005491296,0.00005887891,0.0007923603,0.000004363935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842975,"about_ca_system_score_gemma":0.001423505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993196,"about_ca_topic_score_gemma":0.9999442,"domain_scores_codex":[0.9965922,0.001286287,0.0006741481,0.0004448962,0.0005598877,0.0004425514],"domain_scores_gemma":[0.997935,0.0007697942,0.0003313779,0.0007876389,0.00003191096,0.0001443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005796436,0.00003292651,0.5253532,0.000004792157,0.000007364016,8.478553e-7,0.0002282865,4.30418e-7,2.804526e-7,0.0000011419,0.4742972,0.00001562609],"study_design_scores_gemma":[0.0007081223,0.000006288002,0.9817289,0.00007461277,0.00002664715,1.220698e-7,0.0001549906,0.000001264761,7.96398e-7,0.00001392838,0.01711998,0.0001644073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4603357,0.0007917201,4.573e-7,0.000305254,0.0001442046,0.000496794,0.5379236,0.00000220947,1.36547e-7],"genre_scores_gemma":[0.3079792,0.0007160365,0.00001081716,0.0002742576,0.00007180658,0.00002078314,0.6909177,0.000006543907,0.000002841559],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4571772,"threshold_uncertainty_score":0.6404403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003557764632377,"score_gpt":0.2982543611707978,"score_spread":0.258218783524474,"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."}}