{"id":"W4391774310","doi":"10.32920/25213016.v1","title":"Exploring Social Influences on Female Alcohol Consumption","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Ideology; Alcohol consumption; Social psychology; Consumption (sociology); Psychology; Social marketing; Alcohol; Advertising; Sociology; Gender studies; Political science; Public relations; Business; Social science; Politics","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":[0.001056131,0.0001751701,0.0001179206,0.0007870927,0.001661682,0.00159681,0.0001547834,0.0002787723,0.006163285],"category_scores_gemma":[0.002882553,0.0001448265,0.00009243418,0.000599094,0.001597515,0.0009202816,0.001038578,0.0004269954,0.0003259752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439466,"about_ca_system_score_gemma":0.0007493022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098926,"about_ca_topic_score_gemma":0.02099448,"domain_scores_codex":[0.9993023,0.0004294305,0.00001412912,0.00005913536,0.00009466815,0.0001002233],"domain_scores_gemma":[0.9978613,0.001449808,0.0003696894,0.00004371939,0.0001544975,0.0001209172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002849967,0.000220159,0.4203538,0.0001515662,0.00004128773,0.0009814526,0.510322,0.00007876058,0.004252792,0.01167592,0.002717766,0.04891959],"study_design_scores_gemma":[0.00001319078,0.0001740716,0.4512745,0.0001400674,0.0000354552,0.0003013648,0.5102735,0.0002435969,0.001567834,0.001532583,0.03442176,0.00002202832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973196,0.0002668624,0.0001085284,0.001438422,0.00002507319,0.000008916705,0.00007506059,0.000002361552,0.0248789],"genre_scores_gemma":[0.9969386,0.0002942439,0.0000473299,0.0001116898,0.00002870325,0.000009629976,0.00001816339,0.000004306619,0.002547332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098926,"threshold_uncertainty_score":0.02185059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3446724227612423,"score_gpt":0.3907512076521626,"score_spread":0.04607878489092032,"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."}}