{"id":"W2135401943","doi":"10.1093/alcalc/agr125","title":"Normative Misperceptions about Alcohol Use in a General Population Sample of Problem Drinkers from a Large Metropolitan City","year":2011,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Normative; Population; Psychological intervention; Psychology; Demography; Normative social influence; Social psychology; Medicine; Clinical psychology; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017108,0.0002892157,0.0005970967,0.0003063487,0.0001011147,0.00002141606,0.00009249447,0.0001522247,0.000511581],"category_scores_gemma":[0.00008690098,0.0002386565,0.0001745454,0.0003461655,0.0001141044,0.00047412,0.00005449324,0.0001949266,0.00001559527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164445,"about_ca_system_score_gemma":0.0000319216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191324,"about_ca_topic_score_gemma":0.004362018,"domain_scores_codex":[0.9982746,0.00007869017,0.0005437723,0.0003947004,0.000272098,0.0004361869],"domain_scores_gemma":[0.9990485,0.0001402821,0.0001779101,0.0003542838,0.00009394783,0.0001850996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101936,0.0003388971,0.9862783,0.00001612256,0.0001960077,0.00002238477,0.007893514,8.249306e-7,0.0009946042,0.003243405,0.0001164406,0.0006893082],"study_design_scores_gemma":[0.00589391,0.0001003392,0.9872035,0.0001392498,0.0002529547,0.00000911298,0.001657671,0.000148449,0.001136268,0.003104263,0.0001209081,0.0002333173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970297,0.0002979572,0.00008950074,0.00008617961,0.0000915185,0.0006541539,0.0001407933,0.00006579233,0.00154445],"genre_scores_gemma":[0.9857473,0.0002388414,0.01280989,0.0003423616,0.00008880411,0.00005876874,0.0003750527,0.00003028542,0.0003086337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01755122,"threshold_uncertainty_score":0.9845999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07669382572139873,"score_gpt":0.3118905387359204,"score_spread":0.2351967130145217,"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."}}