{"id":"W2142968483","doi":"10.1177/1043463114546316","title":"The influence of positional and experienced social benefits on the relationship between peers and alcohol use","year":2015,"lang":"en","type":"article","venue":"Rationality and Society","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Waterloo","funders":"","keywords":"Psychology; Popularity; Social psychology; Peer group; Sociometry; Centrality; Peer pressure; Social group; Alcohol; Interpersonal ties; Power (physics); Developmental psychology; Peer influence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791541,0.0000539299,0.00007972401,0.000004712349,0.0004291378,0.00002701581,0.00001920351,0.00004467494,0.000001685311],"category_scores_gemma":[0.0002255038,0.00003044389,0.00003193967,0.00005113833,0.0002966226,0.0001191512,0.00001171018,0.00006737388,3.528139e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002045481,"about_ca_system_score_gemma":0.0000390999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009705767,"about_ca_topic_score_gemma":0.000006922123,"domain_scores_codex":[0.9995083,0.00003656679,0.000102805,0.00008537857,0.0002076504,0.00005925564],"domain_scores_gemma":[0.9985711,0.001204525,0.00004171905,0.00005511656,0.00008729368,0.00004026651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003156313,0.00001015108,0.9185439,0.000003014496,0.00003507456,1.037238e-7,0.01197361,0.000004521432,0.00001910986,0.06898484,0.0002957234,0.00009838998],"study_design_scores_gemma":[0.0006574014,0.00003023101,0.9926116,0.00001298987,0.00003063406,0.000001512224,0.003904158,0.00001702829,0.00004027407,0.002607478,0.0000546045,0.00003205661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936424,0.0002000518,0.000003636368,0.005947201,0.00000849857,0.0001358625,0.00001051214,0.000006355968,0.00004544048],"genre_scores_gemma":[0.9991389,0.00005822978,0.00009476711,0.0005261402,0.00004727853,0.00001205774,0.00002251694,0.000002266921,0.0000978303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07406774,"threshold_uncertainty_score":0.3300625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753758272889891,"score_gpt":0.3482683806089669,"score_spread":0.1728925533199778,"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."}}