{"id":"W2947854517","doi":"","title":"Snapshots of Drinking - A Rapid Review of Drinking Cultures and Influencing Factors","year":2008,"lang":"en","type":"review","venue":"QUT ePrints (Queensland University of Technology)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Geography; Political science; Ethnology; History","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":[0.003591518,0.0006792413,0.002453806,0.007278327,0.0003190731,0.001845626,0.0008279403,0.0005910373,0.008338815],"category_scores_gemma":[0.009533438,0.0006672245,0.001483256,0.01407817,0.0002501262,0.002345297,0.0009785234,0.001124936,0.00271275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131338,"about_ca_system_score_gemma":0.004686607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008304642,"about_ca_topic_score_gemma":0.0374998,"domain_scores_codex":[0.9981136,0.0006367736,0.0004970137,0.0001317138,0.0005575547,0.00006327645],"domain_scores_gemma":[0.9920478,0.003491402,0.001276265,0.0002061953,0.002828205,0.0001500104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001376977,0.0000260956,0.001347483,0.1717153,0.0007562115,0.0001224001,0.0004328801,0.000104503,0.0005395543,0.001256901,0.1238822,0.6996787],"study_design_scores_gemma":[0.00004868142,0.0001520809,0.01394061,0.1279891,0.001571109,0.0005775453,0.0008699064,0.00004375664,0.0003145321,0.0009097647,0.8535315,0.00005141611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004640626,0.9940158,0.0002070057,0.001240807,0.0006065055,0.000100174,0.001671346,0.00002825923,0.001665974],"genre_scores_gemma":[0.001715257,0.9949319,0.0008139838,0.0004253444,0.0001229278,0.00008783558,0.001047889,0.00001194911,0.0008428863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008338815,"threshold_uncertainty_score":0.02789611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012554740512681,"score_gpt":0.2812259212485469,"score_spread":0.2511003738434201,"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."}}