{"id":"W2160930418","doi":"10.1177/1524838011416376","title":"Campaigns Targeting Perpetrators of Intimate Partner Violence","year":2011,"lang":"en","type":"article","venue":"Trauma Violence & Abuse","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University; University of Regina","funders":"","keywords":"Domestic violence; Poison control; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Injury prevention; Medical emergency; Criminology; Psychology; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001430411,0.0003251716,0.0004377407,0.0001701735,0.0005454147,0.00005149513,0.0009651955,0.0002200726,0.001309058],"category_scores_gemma":[0.000169171,0.0003086177,0.0002009444,0.0005640346,0.001132489,0.0006049066,0.00006237545,0.0003265624,0.0003422276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008074544,"about_ca_system_score_gemma":0.0001667698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962389,"about_ca_topic_score_gemma":0.00006257631,"domain_scores_codex":[0.9967564,0.0003159953,0.0006998234,0.0005691554,0.0006769469,0.000981679],"domain_scores_gemma":[0.9984339,0.0001223392,0.0003106075,0.0004897576,0.0003309287,0.0003124232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004522439,0.00164069,0.2215373,0.0003686613,0.0001687982,0.0001454924,0.3816859,0.0001187366,0.009328566,0.2474905,0.0009049395,0.1361582],"study_design_scores_gemma":[0.003094825,0.001302832,0.5476829,0.009425934,0.0004589557,0.00002151949,0.2030412,0.001967902,0.1744466,0.04628807,0.006999433,0.0052699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130192,0.0004629777,0.0007662729,0.000005236426,0.0005060244,0.0003698606,0.00001889093,0.0002333777,0.08461819],"genre_scores_gemma":[0.9948869,0.002076524,0.00257924,0.0001434031,0.0001536975,0.00005015238,0.000005218701,0.00003526397,0.00006957529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3261456,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0432398287291202,"score_gpt":0.3082605042818032,"score_spread":0.265020675552683,"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."}}