{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001123631,0.0003779587,0.002692664,0.0007507067,0.00007939702,0.000001547229,0.0003258026,0.0005240677,0.0001095671],"category_scores_gemma":[0.0001267397,0.0003034481,0.0005174332,0.000614433,0.0004717483,0.00006905124,0.0002233977,0.0004141287,0.000003101487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029433,"about_ca_system_score_gemma":0.0001684262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005475625,"about_ca_topic_score_gemma":0.00003428337,"domain_scores_codex":[0.9985323,0.00004438055,0.0005455972,0.0003985028,0.0002487785,0.0002304523],"domain_scores_gemma":[0.9981689,0.0001067436,0.0009110775,0.0005791764,0.0001702065,0.00006382443],"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":[0.00005266623,0.0001888393,0.2298625,0.07423615,0.002181983,0.0003097544,0.001303453,1.385111e-7,0.00003622453,0.0004843865,0.0004104817,0.6909334],"study_design_scores_gemma":[0.002201092,0.0002832036,0.01322989,0.3576564,0.004880789,0.0002681302,0.001369821,5.136227e-7,0.0005530486,0.000104646,0.618817,0.0006354542],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08314386,0.9152186,0.000006111464,0.0000484331,0.00003461967,0.0006336501,0.000007500071,0.00007167437,0.0008355505],"genre_scores_gemma":[0.006788053,0.9919723,0.001034941,0.00001095078,0.000008570865,7.755086e-7,0.00004073031,0.00002010506,0.0001236219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.690298,"threshold_uncertainty_score":0.9999418,"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."}}