{"id":"W2778660763","doi":"10.1177/145507251002700507","title":"A Complex Picture","year":2010,"lang":"en","type":"article","venue":"Nordic Studies on Alcohol and Drugs","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Status quo; Environmental health; Public health; Consumption (sociology); Alcohol consumption; Alcohol; Business; Political science; Medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518096,0.0006013373,0.0007418572,0.00158176,0.007665435,0.009868042,0.001568564,0.003771491,0.06528977],"category_scores_gemma":[0.005583572,0.0003341858,0.000553583,0.001778194,0.009790077,0.01298882,0.007868498,0.007223026,0.01278071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006390246,"about_ca_system_score_gemma":0.008862718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0308742,"about_ca_topic_score_gemma":0.04244227,"domain_scores_codex":[0.9977192,0.0006635112,0.0000876894,0.0004005094,0.0006297136,0.0004994686],"domain_scores_gemma":[0.9981416,0.0003444887,0.0001086063,0.0002102119,0.0005222615,0.000672826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006010957,0.00004703911,0.003221677,0.0003176768,0.00005580357,0.001415959,0.01821419,0.0001353922,0.0004676401,0.294442,0.5627548,0.1188678],"study_design_scores_gemma":[0.000005681797,0.00001066687,0.0007309393,0.0003098637,0.000008240933,0.0008038469,0.01124139,0.00004094817,0.00003884955,0.04966659,0.9371271,0.0000159889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01109215,0.03023557,0.007840423,0.6499121,0.01137015,0.0001111275,0.0009778388,0.000425017,0.2880356],"genre_scores_gemma":[0.25194,0.05948243,0.01049861,0.3115371,0.009135299,0.0003052902,0.001953055,0.0007635544,0.3543847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06528977,"threshold_uncertainty_score":0.218416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05556643731758982,"score_gpt":0.3441906242819042,"score_spread":0.2886241869643144,"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."}}