{"id":"W4389569375","doi":"10.1111/fcre.12768","title":"Engaging fathers who commit family violence: Issues and challenges for family courts","year":2023,"lang":"en","type":"article","venue":"Family Court Review","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Commit; Domestic violence; Psychological intervention; Intervention (counseling); Psychology; Accountability; Masculinity; Suicide prevention; Poison control; Criminology; Social psychology; Political science; Medicine; Medical emergency; Psychiatry; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004602852,0.0004233842,0.0009164002,0.000162815,0.001155555,0.0001599018,0.0007160264,0.0002248295,0.00002463956],"category_scores_gemma":[0.0004553364,0.0003960247,0.0002502143,0.0005372958,0.0005029383,0.0003608688,0.0001666931,0.0003552387,0.0003418155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009848198,"about_ca_system_score_gemma":0.000202584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007547489,"about_ca_topic_score_gemma":0.00002772961,"domain_scores_codex":[0.9962392,0.0005588538,0.000623086,0.0007512278,0.0007897216,0.001037908],"domain_scores_gemma":[0.9979126,0.0006906097,0.0002127491,0.0005264358,0.0003613325,0.0002962221],"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":[0.00003246172,0.0001126626,0.001006019,0.00749734,0.0001631995,0.00004209123,0.01017537,0.00001191036,0.000520925,0.06224989,0.243981,0.6742071],"study_design_scores_gemma":[0.0003384679,0.00009354327,0.02609349,0.01079447,0.0001310621,0.000001433002,0.01342611,0.0002725522,0.000007751043,0.002977466,0.9452626,0.0006011074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0127271,0.9117415,0.0001973617,0.007236089,0.001014175,0.002343669,0.00009426552,0.0006669795,0.06397884],"genre_scores_gemma":[0.04073916,0.9520358,0.0004119988,0.005021119,0.0004170744,0.0003697668,0.00002777244,0.00005984705,0.0009174064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7012815,"threshold_uncertainty_score":0.9998491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109653290136903,"score_gpt":0.385173745174216,"score_spread":0.275520455037313,"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."}}