{"id":"W4400895546","doi":"10.36615/zn869g06","title":"Clinical Sociology and Community Interventions","year":2024,"lang":"en","type":"article","venue":"Clinical sociology review.","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychological intervention; Sociology; Social science; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"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":[0.008743686,0.0007761247,0.0007647681,0.002838956,0.009837266,0.003632375,0.002758565,0.003290911,0.137961],"category_scores_gemma":[0.02152848,0.0005632049,0.0006832708,0.002078537,0.00499786,0.002431907,0.01779872,0.005806583,0.0132044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009695937,"about_ca_system_score_gemma":0.06359664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242823,"about_ca_topic_score_gemma":0.03691036,"domain_scores_codex":[0.9920058,0.00489074,0.0002597596,0.0007685029,0.0008768335,0.00119835],"domain_scores_gemma":[0.9825463,0.002781681,0.0005313279,0.0009766796,0.002435303,0.01072873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003214917,0.006256946,0.004215278,0.00178965,0.00003954513,0.0006935937,0.02604972,0.0003945252,0.0006000155,0.08280216,0.3540128,0.5228243],"study_design_scores_gemma":[0.0009081244,0.0007335297,0.005560333,0.002085157,0.00002139928,0.0002987936,0.0266511,0.0003368059,0.0002387961,0.03530931,0.927821,0.00003564903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06143054,0.00719565,0.02712831,0.1403812,0.01370683,0.03174021,0.001329646,0.001045106,0.7160425],"genre_scores_gemma":[0.4206795,0.008798008,0.05205419,0.07953934,0.002857009,0.05815471,0.001565557,0.0003688343,0.3759829],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.137961,"threshold_uncertainty_score":0.4615255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4274532796538069,"score_gpt":0.6469442225736417,"score_spread":0.2194909429198348,"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."}}