{"id":"W2125344782","doi":"10.1177/0886260502017007006","title":"Partner Abuse Group Intervention","year":2002,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Intervention (counseling); Domestic violence; Psychology; Population; Accountability; Suicide prevention; Qualitative research; Nursing; Narrative; Poison control; Nova scotia; Medicine; Clinical psychology; Psychiatry; Political science; Medical emergency; Sociology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001037194,0.0001269598,0.0002200068,0.0001463687,0.0002123387,0.00009754547,0.0005183803,0.00008746133,0.001657433],"category_scores_gemma":[0.0001797695,0.0001068668,0.0003056042,0.000209967,0.0002945844,0.0006381045,0.00002679356,0.0003295376,0.0002430213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387704,"about_ca_system_score_gemma":0.00002152329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305528,"about_ca_topic_score_gemma":0.00002521698,"domain_scores_codex":[0.998191,0.0002180674,0.0005136841,0.0001452115,0.0006035414,0.0003284987],"domain_scores_gemma":[0.9989219,0.0001060556,0.0003678247,0.0001085612,0.0003104052,0.0001852193],"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":[0.0007334299,0.002936273,0.042992,0.0001754512,0.000437565,0.0007756593,0.1802371,0.00006702315,0.006073165,0.1191461,0.04146376,0.6049624],"study_design_scores_gemma":[0.00980018,0.007015761,0.09338028,0.02870664,0.0006364456,0.001355687,0.2229701,0.01368115,0.004126592,0.01809416,0.5962147,0.004018313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113203,0.003413431,0.006237708,0.000310104,0.002611569,0.0001734588,0.000006616894,0.00005380097,0.07587297],"genre_scores_gemma":[0.9949816,0.002739392,0.0006447105,0.0004121852,0.0005445615,0.000003087679,3.909523e-7,0.000009986939,0.0006641163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6009441,"threshold_uncertainty_score":0.9992552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041632861148382,"score_gpt":0.3172619172261933,"score_spread":0.2868455886147095,"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."}}