{"id":"W6958621940","doi":"10.6084/m9.figshare.28777711.v1","title":"The impact of intimate partner violence on facial emotion recognition among Korean baby boomers","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Cognition; Emotion recognition; Poison control; Facial expression; Injury prevention; Human factors and ergonomics","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":[0.000363124,0.0002615968,0.0001359266,0.0002407416,0.0002749211,0.0005140182,0.0001430344,0.0002177787,0.001737212],"category_scores_gemma":[0.00158219,0.0001365576,0.0002360212,0.0001590368,0.0002252413,0.0003189468,0.0004704893,0.0003232201,0.0001674674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697511,"about_ca_system_score_gemma":0.0001723747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008409709,"about_ca_topic_score_gemma":0.01239295,"domain_scores_codex":[0.9998606,0.00002907591,0.0000110504,0.00002434553,0.00002604126,0.00004887149],"domain_scores_gemma":[0.9995992,0.00006704414,0.0001738535,0.00002523699,0.00007651804,0.00005821275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002904302,0.00009282627,0.9767919,0.00005127341,0.00004489248,0.0002290153,0.002345249,0.00004341872,0.003365065,0.00003391397,0.0002219324,0.01648999],"study_design_scores_gemma":[0.000001199883,0.00007366496,0.9968515,0.00001077625,0.00001601805,0.0001605749,0.002414125,0.00006324835,0.000250519,0.00001295003,0.0001410362,0.000004371246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994346,0.00008398122,0.00002774527,0.00002924184,0.000003198053,0.000003218491,0.00004680281,8.828906e-7,0.0003701706],"genre_scores_gemma":[0.9995079,0.0001028099,0.00006134717,0.00002524685,0.000001860305,0.000003280421,0.00007456967,9.48032e-7,0.0002220226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008409709,"threshold_uncertainty_score":0.01672155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250869758608615,"score_gpt":0.3523693070849718,"score_spread":0.3098606094988856,"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."}}