{"id":"W4319839628","doi":"10.1177/21568693221141927","title":"Drinker Identity Development: Shame, Pride, and a Thirst to Belong","year":2023,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Belongingness; Pride; Social psychology; Identity (music); Psychology; Shame; Intervention (counseling); Construct (python library); Identity formation; Social identity theory; Psychology of self; Sociology; Self-concept; Social group; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004341211,0.0003006404,0.0003907446,0.001057851,0.00957203,0.006772583,0.001009684,0.001214405,0.003127944],"category_scores_gemma":[0.006165838,0.0002935905,0.0002931992,0.0004900059,0.01661298,0.005833923,0.01157215,0.004356527,0.0002815269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800553,"about_ca_system_score_gemma":0.004274631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007732994,"about_ca_topic_score_gemma":0.01313751,"domain_scores_codex":[0.9967661,0.002028197,0.00006588188,0.0001538266,0.0004250287,0.0005610641],"domain_scores_gemma":[0.996799,0.0008313401,0.0006841108,0.0002025967,0.0003694635,0.001113573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006115872,0.0003055222,0.0500167,0.000079726,0.0000224354,0.0007142294,0.8656737,0.00005619298,0.0007223223,0.05507278,0.002432757,0.0248425],"study_design_scores_gemma":[0.000009377285,0.00007050411,0.03000846,0.00009407925,0.00001408937,0.0003714939,0.9424998,0.000180946,0.0003290377,0.01151852,0.01487893,0.00002483095],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544302,0.0005559784,0.0006892853,0.01158275,0.0001051417,0.00003548788,0.00001286215,0.000009924752,0.03257844],"genre_scores_gemma":[0.9966952,0.0002269606,0.0002155558,0.0003505532,0.00001325216,0.00001724725,0.000006400287,0.000005496443,0.002469307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00957203,"threshold_uncertainty_score":0.02295882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583528835657892,"score_gpt":0.3502566623107923,"score_spread":0.3244213739542133,"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."}}