{"id":"W4385850873","doi":"10.29063/ajrh2022/v26i9.9","title":"Determinants of wife-beating justification amongst men in southern African countries: Evidence from demographic and health surveys.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Domestic violence; Demography; Quarter (Canadian coin); Developing country; Socioeconomics; Population; General Social Survey; Demographic economics; Medicine; Geography; Suicide prevention; Psychology; Poison control; Economic growth; Environmental health; Political science; Social psychology; Sociology; Economics","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":[0.001121624,0.0001944782,0.0002069398,0.0008444835,0.0004370171,0.0004192646,0.0002049324,0.0002434999,0.001271165],"category_scores_gemma":[0.00484958,0.0003013929,0.0002305898,0.00164994,0.0004062074,0.0004197545,0.0005386164,0.000290636,0.00009262194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774129,"about_ca_system_score_gemma":0.0003546792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770107,"about_ca_topic_score_gemma":0.02607485,"domain_scores_codex":[0.9993617,0.0003495874,0.00005620181,0.00003914646,0.0000966434,0.00009677769],"domain_scores_gemma":[0.9980755,0.0005179423,0.001045985,0.00006133431,0.000123146,0.0001761594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000139764,0.00001270881,0.9966385,0.00005050842,0.00002987797,0.00003651604,0.0007848088,0.00001409466,0.00004221046,0.00003753764,0.00008620704,0.002253012],"study_design_scores_gemma":[0.000001310364,0.00002064181,0.9986247,0.00004116173,0.000009833959,0.00004165658,0.001024501,0.00002450427,0.000009479104,0.00001200294,0.0001892163,0.000001118813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978462,0.001111899,0.00004762416,0.0001450825,0.000004890943,0.00001146305,0.0003517919,9.030352e-7,0.0004800929],"genre_scores_gemma":[0.9989737,0.0007867872,0.00003897134,0.00002466117,0.000003992214,0.000006951963,0.0001174119,3.166907e-7,0.00004714508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01770107,"threshold_uncertainty_score":0.03519607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06807340638781836,"score_gpt":0.3204564384658317,"score_spread":0.2523830320780133,"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."}}