{"id":"W4413186467","doi":"10.32920/29896184","title":"If It Wasn’t Required Before, It Is Now: All Family Lawyers Must Screen for Family Violence","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family law; Domestic violence; Criminology; Law; Internet privacy; Political science; Sociology; Psychology; Computer science; Medical emergency; Medicine; Human factors and ergonomics; Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004405343,0.0002416462,0.0004055258,0.0004444611,0.00903057,0.008384556,0.0008990545,0.007623169,0.05172666],"category_scores_gemma":[0.01343957,0.0003700524,0.0004953572,0.0004305668,0.00958118,0.009046215,0.00260385,0.01143101,0.01303675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005165398,"about_ca_system_score_gemma":0.01007214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04833289,"about_ca_topic_score_gemma":0.06225197,"domain_scores_codex":[0.9962634,0.00100069,0.0001785307,0.0005051866,0.001108977,0.0009431383],"domain_scores_gemma":[0.9940903,0.001668703,0.0003615898,0.0008993857,0.001651488,0.001328549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000497626,0.0001297694,0.004619238,0.0001173495,0.00001189365,0.0004709602,0.008146878,0.00008196333,0.0008999349,0.2816789,0.6090557,0.09473772],"study_design_scores_gemma":[0.00002290668,0.00005384423,0.007014291,0.0002880512,0.00001079956,0.0006743449,0.009608805,0.0002205698,0.001063533,0.08057663,0.9004126,0.00005361252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009259186,0.001838358,0.005303753,0.6800044,0.008514555,0.00007397527,0.0002374467,0.0002688428,0.2944996],"genre_scores_gemma":[0.3338419,0.003741559,0.01645519,0.2633942,0.003557728,0.0001708121,0.0004815923,0.0003109362,0.378046],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05172666,"threshold_uncertainty_score":0.173043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093695810980858,"score_gpt":0.3671410830381499,"score_spread":0.3062041249283413,"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."}}