{"id":"W2131313541","doi":"10.1177/1077801208325088","title":"Understanding Violence Against Chinese Women in Hong Kong","year":2008,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Domestic violence; Socioeconomic status; Poison control; Injury prevention; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Cohort; Psychology; Demography; Medicine; Medical emergency; Environmental health; Political science; Population; Law; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002260529,0.0004467187,0.0005968492,0.0004586363,0.001309015,0.0001274796,0.001034689,0.0002603414,0.0001194896],"category_scores_gemma":[0.0004144541,0.0004359373,0.0001159004,0.001813274,0.001064557,0.0009651255,0.0002041075,0.0005348867,0.0003006119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551417,"about_ca_system_score_gemma":0.000607466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005384,"about_ca_topic_score_gemma":0.0001090511,"domain_scores_codex":[0.9947102,0.0003838405,0.0006601439,0.0008265595,0.0009472053,0.002472056],"domain_scores_gemma":[0.9982514,0.0002499704,0.000214391,0.0005310869,0.0001084343,0.0006446935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001985345,0.0005158131,0.7612118,0.0001131919,0.00006430948,0.0007529827,0.1969045,0.001850259,0.003094905,0.01423942,0.0002567952,0.02079752],"study_design_scores_gemma":[0.004041662,0.000396655,0.6099164,0.004571574,0.00001175332,0.00002033172,0.3003079,0.003217626,0.0003519972,0.0713075,0.002101377,0.003755233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890852,0.0002119317,0.0002153747,0.00005502783,0.0004921356,0.0004574336,0.00001361317,0.0002584936,0.107444],"genre_scores_gemma":[0.9853894,0.01258952,0.0001080833,0.00101791,0.000293071,0.0002087142,0.000008562751,0.00004452318,0.0003402095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1512953,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05233905059851763,"score_gpt":0.3004589454860515,"score_spread":0.2481198948875338,"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."}}