{"id":"W4410944047","doi":"10.1016/j.jcrimjus.2025.102442","title":"Measuring coercive control from police reports of intimate partner violence","year":2025,"lang":"en","type":"article","venue":"Journal of Criminal Justice","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; University of New Brunswick; Government of Ontario; McMaster University; MacEwan University; Waypoint Centre for Mental Health Care","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Control (management); Psychology; Criminology; Domestic violence; Human factors and ergonomics; Computer security; Engineering; Poison control; Medical emergency; Computer science; Medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001664056,0.0001412819,0.0004479419,0.0001890958,0.0002583741,0.00006142921,0.0003923818,0.0001078659,0.00006721886],"category_scores_gemma":[0.0009610213,0.0001260543,0.0001753638,0.0002384841,0.000328626,0.0003599286,0.00004763942,0.0003046164,0.000008699812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076435,"about_ca_system_score_gemma":0.0004352755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0040201,"about_ca_topic_score_gemma":0.00006153997,"domain_scores_codex":[0.9976403,0.0002652879,0.0009022086,0.0001715497,0.0006894237,0.0003312287],"domain_scores_gemma":[0.9970984,0.00055057,0.0008677633,0.0001986243,0.00113824,0.0001463367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.008760116,0.003085383,0.05644376,0.00558162,0.00281768,0.003585359,0.3095356,0.009289956,0.1290469,0.3206055,0.02036118,0.1308869],"study_design_scores_gemma":[0.006945507,0.001219936,0.3942804,0.01986161,0.03006686,0.0003990235,0.4089366,0.002817197,0.06278142,0.05373512,0.01675779,0.002198545],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865618,0.001874923,0.01786087,0.0002130464,0.002748591,0.0002255119,0.00001679823,0.00002873238,0.09046976],"genre_scores_gemma":[0.9972414,0.0004705445,0.001307438,0.0004710038,0.0003954559,0.0000023755,5.196202e-7,0.000007577368,0.0001037046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3378366,"threshold_uncertainty_score":0.6077216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215316841617293,"score_gpt":0.3500708311936968,"score_spread":0.3079176627775239,"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."}}