{"id":"W4412606525","doi":"10.1891/pa-2024-0024","title":"Male Abuse Survivors on Outreach and Public Education: Research From Australia, Canada, England, and the United States","year":2025,"lang":"en","type":"article","venue":"Partner Abuse","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outreach; Suicide prevention; Poison control; Injury prevention; Human factors and ergonomics; Psychology; Medicine; Gerontology; Criminology; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.001441413,0.0001305015,0.0001677351,0.0001712019,0.0009470402,0.000345308,0.000309884,0.00008122615,0.0001499848],"category_scores_gemma":[0.0002416477,0.00009447363,0.00002075836,0.0006936571,0.0009365361,0.0001285514,0.00004371755,0.0003086402,0.00002343983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093704,"about_ca_system_score_gemma":0.0006081405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510062,"about_ca_topic_score_gemma":0.8926966,"domain_scores_codex":[0.9976335,0.0009149347,0.0001925903,0.0003207813,0.0004617174,0.0004764854],"domain_scores_gemma":[0.9977965,0.001383758,0.00003948986,0.0003031774,0.0002949867,0.0001820456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003159578,0.0002839824,0.5262318,0.00004712915,0.0001394339,0.00001573223,0.1710324,0.00002892144,0.00001185114,0.2256396,0.0706315,0.005621773],"study_design_scores_gemma":[0.0009921686,0.00001947307,0.0601582,0.00008326331,0.00002614172,0.000001002375,0.04022621,0.0002351656,0.00003310843,0.003495538,0.8945282,0.0002015432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704856,0.0004568328,0.000005710772,0.002321224,0.0003690532,0.0003351013,0.00003670599,0.00002417284,0.02596561],"genre_scores_gemma":[0.9793015,0.001915052,0.00002378937,0.0009309009,0.0001409291,0.00007969374,0.00006855578,0.000007736126,0.01753184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8238967,"threshold_uncertainty_score":0.7283963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06087113264000415,"score_gpt":0.3763509439128542,"score_spread":0.3154798112728501,"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."}}