{"id":"W1978848448","doi":"10.1080/13583883.2011.552626","title":"Alcohol Use and the Effects on University Business Students","year":2011,"lang":"en","type":"article","venue":"Tertiary Education and Management","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Higher education; Institution; Alcohol consumption; Psychology; Medical education; Pedagogy; Sociology; Alcohol; Public relations; Political science; Social science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005586093,0.0002319831,0.0003496739,0.0007964949,0.001073572,0.001315285,0.0004153868,0.0007728644,0.007288415],"category_scores_gemma":[0.00312141,0.0002145477,0.0008758265,0.0009417537,0.0005511246,0.0005786306,0.0008934563,0.001257379,0.0007940899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268474,"about_ca_system_score_gemma":0.001414875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04455728,"about_ca_topic_score_gemma":0.07919073,"domain_scores_codex":[0.9994899,0.0001866226,0.00002537752,0.00002326643,0.00008092038,0.000193963],"domain_scores_gemma":[0.9968268,0.0004015966,0.000642493,0.00006416899,0.0002548644,0.001809989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001152916,0.001968731,0.987242,0.0000203265,0.0001204562,0.0001274237,0.0003001092,0.00007734205,0.000226691,0.0001280254,0.0003677295,0.008268218],"study_design_scores_gemma":[0.00002673062,0.0004022659,0.997895,0.00001336384,0.00005738642,0.00004088063,0.0009668696,0.0001008477,0.0001166462,0.00005849115,0.0003151729,0.000006316393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998059,0.0003869802,0.000004086674,0.0002484809,0.00001631877,0.000003734689,0.00008242742,0.00000135968,0.001197604],"genre_scores_gemma":[0.9986946,0.0003860627,0.000006012229,0.00004378612,0.00001764731,0.000001996864,0.00005568376,8.257521e-7,0.0007935481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04455728,"threshold_uncertainty_score":0.08859587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350892961906654,"score_gpt":0.2649417260901089,"score_spread":0.2414327964710423,"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."}}