{"id":"W4238654827","doi":"10.1007/bf03405045","title":"Heavy Drinking on Canadian Campuses","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Recreation; Environmental health; Psychology; Heavy drinking; Demography; Suicide prevention; Poison control; Medicine; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002793671,0.000142867,0.000400895,0.001344518,0.0004438074,0.00006897693,0.0001150026,0.0001151933,0.0009636614],"category_scores_gemma":[0.00163334,0.000129863,0.00009776563,0.0003814932,0.00007766965,0.0001182162,0.000001621937,0.0006540781,0.0001057865],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030164,"about_ca_system_score_gemma":0.08005236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2986876,"about_ca_topic_score_gemma":0.9114843,"domain_scores_codex":[0.9975673,0.0003241434,0.0005380419,0.0001477772,0.0002688825,0.001153883],"domain_scores_gemma":[0.9875644,0.0001003787,0.0002421999,0.0002227527,0.0003378072,0.01153245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002773942,0.00009319686,0.6635417,0.0003585925,0.000149985,0.001766989,0.003890779,0.00001070639,0.000006585347,0.07832466,0.1587826,0.09304649],"study_design_scores_gemma":[0.0008877272,0.0006176928,0.1255844,0.0002407183,0.000008317622,0.001217989,0.000388979,0.000005580781,0.000006716461,0.00009129735,0.8708455,0.0001050292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7503346,0.004363245,0.0003384766,0.2068081,0.002794013,0.0007482185,0.0000213839,0.00002795851,0.03456403],"genre_scores_gemma":[0.9452758,0.0001208738,0.0004005211,0.05350516,0.0002437715,0.000002323557,0.000005046678,0.00002539797,0.0004211461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.712063,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801503555475278,"score_gpt":0.3770267526226777,"score_spread":0.19687639707515,"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."}}