{"id":"W6964555331","doi":"10.25916/sut.26227931","title":"Hangover resistance in a Canadian University student population","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Forest ecology and management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Resistance (ecology); Poison control; Alcohol intake; Heavy drinking; Binge drinking; Injury prevention; Cross-sectional study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003985834,0.0002498821,0.0002620204,0.001492539,0.002644194,0.0007783422,0.0006637644,0.0004103301,0.002862908],"category_scores_gemma":[0.001076693,0.0002105831,0.000291088,0.002350759,0.0005889267,0.0002418112,0.0005813579,0.000461221,0.000262671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007044077,"about_ca_system_score_gemma":0.007274652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9669662,"about_ca_topic_score_gemma":0.9737322,"domain_scores_codex":[0.9993937,0.00002847722,0.00002488831,0.00007577447,0.0002567706,0.0002203846],"domain_scores_gemma":[0.9992506,0.00002633999,0.0001065407,0.00001593046,0.0002823898,0.0003181534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003148767,0.00005152336,0.9921913,0.00001875857,0.00001151897,0.00008968967,0.001030358,0.00002035868,0.0002569026,0.00003785412,0.0005127095,0.005747572],"study_design_scores_gemma":[0.000001953191,0.0000310078,0.9979,0.00001037616,0.00000691615,0.00007104657,0.001461465,0.00006330932,0.00003385897,0.00001016947,0.0004046442,0.00000522162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978345,0.0001653254,0.00003105924,0.0001373668,0.000005389238,0.00002279529,0.0004422117,0.000004539397,0.001356922],"genre_scores_gemma":[0.9987757,0.0002691491,0.00005957549,0.00006810349,0.000004944304,0.000008247272,0.0002604961,0.00000147853,0.0005523298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03303379,"threshold_uncertainty_score":0.06645662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095916054153407,"score_gpt":0.255441108024477,"score_spread":0.2444819474829429,"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."}}