{"id":"W1597091882","doi":"10.1111/j.1360-0443.2012.03773.x","title":"OVERESTIMATION OF PEER SUBSTANCE USE: ADDITIONAL PERSPECTIVES","year":2012,"lang":"en","type":"article","venue":"Addiction","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Social norms approach; Psychology; Normative; Social psychology; Context (archaeology); Respondent; Relevance (law); Perception; Operationalization; Ignorance; Epistemology; Political science","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":[0.04649435,0.0007327331,0.001757698,0.003141881,0.002079321,0.007102718,0.002691387,0.005711277,0.009460759],"category_scores_gemma":[0.1788213,0.0004133142,0.001697592,0.002651976,0.006905457,0.015085,0.003835878,0.007655895,0.00107717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003875533,"about_ca_system_score_gemma":0.00618384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007053479,"about_ca_topic_score_gemma":0.007981284,"domain_scores_codex":[0.9555759,0.02963819,0.003218233,0.004085059,0.006281706,0.001200806],"domain_scores_gemma":[0.6991701,0.2547591,0.01252913,0.003624946,0.02711277,0.002803849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007674748,0.000154978,0.0450445,0.03999319,0.001653374,0.006514465,0.1287899,0.000504332,0.0009806225,0.1233567,0.2896114,0.3626291],"study_design_scores_gemma":[0.00006450339,0.0003138352,0.02455536,0.04659664,0.0005910393,0.009153326,0.07354933,0.000406933,0.0007552161,0.05128561,0.7924896,0.0002385937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008882927,0.440169,0.003020662,0.5229599,0.01320531,0.00005119042,0.0005276552,0.00002448323,0.01115876],"genre_scores_gemma":[0.2852083,0.3882165,0.003249465,0.2658555,0.05302423,0.0002978959,0.000395827,0.0001408156,0.00361148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04649435,"threshold_uncertainty_score":0.2458886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08417586179472691,"score_gpt":0.3936911938535603,"score_spread":0.3095153320588334,"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."}}