{"id":"W2160539535","doi":"10.15288/jsa.2004.65.600","title":"Drinking on campus: self-reports and breath tests.","year":2004,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Traffic Injury Research Foundation","funders":"University of Waterloo","keywords":"Evening; Blood alcohol; Alcohol consumption; Heavy drinking; Psychology; Sample (material); Alcohol; Medicine; Demography; Environmental health; Injury prevention; Poison control; Biology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002160482,0.0001655318,0.000467465,0.0001553528,0.0001010629,0.00001154919,0.00003112028,0.00004033207,0.000005518258],"category_scores_gemma":[0.0001493844,0.0001007844,0.0001194947,0.0001015351,0.00004753803,0.00007572788,0.0000160409,0.0001950801,0.000008487022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242505,"about_ca_system_score_gemma":0.00005392735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001451836,"about_ca_topic_score_gemma":0.0000129656,"domain_scores_codex":[0.9989432,0.00001074964,0.0003940346,0.000135197,0.0003529853,0.0001638841],"domain_scores_gemma":[0.9991406,0.0001269044,0.0003409523,0.0001384046,0.0001545803,0.0000985865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005089689,0.0008479477,0.9659323,0.00005678906,0.003256846,0.01224092,0.01064143,0.00009759923,0.0004704973,0.000289291,0.001357353,0.004300102],"study_design_scores_gemma":[0.025411,0.007825905,0.9145309,0.005514615,0.00245602,0.01164752,0.01284073,0.000002849909,0.01368309,0.003222355,0.002295732,0.0005693299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924411,0.004084183,0.000001413994,0.001743918,0.0004195401,0.0001407573,1.028402e-7,0.00002865157,0.001140336],"genre_scores_gemma":[0.9950681,0.002421623,0.0009457836,0.001099549,0.0002689415,0.00000273588,2.887882e-7,0.0000154802,0.0001775127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05140141,"threshold_uncertainty_score":0.4109868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705565369270986,"score_gpt":0.3317978628203012,"score_spread":0.2947422091275914,"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."}}