{"id":"W3125013704","doi":"10.3968/11983","title":"Women Traditional Psychosocial Coping Mechanisms Against Domestic Violence in Zimbabwe","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Gender and Women's Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Domestic violence; Psychosocial; Nonprobability sampling; Coping (psychology); Qualitative research; Silence; Criminology; Sociology; Psychology; Social psychology; Political science; Poison control; Suicide prevention; Social science; Medicine; Clinical psychology; Psychiatry; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000951198,0.0001393588,0.0001933424,0.0002115666,0.002214343,0.0002183557,0.0008401659,0.0001215498,0.0003328559],"category_scores_gemma":[0.0002341538,0.0001582806,0.00005231073,0.002193179,0.00120769,0.0004371788,0.0000273042,0.0002357664,0.0001044571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108609,"about_ca_system_score_gemma":0.004089633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01036201,"about_ca_topic_score_gemma":0.05123347,"domain_scores_codex":[0.9970766,0.0001244485,0.0002172166,0.0004929406,0.0008370612,0.001251733],"domain_scores_gemma":[0.9982793,0.00005231272,0.00006255473,0.00007786385,0.00009611336,0.001431859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001142862,0.00003707137,0.001635651,0.00001356494,0.000007062918,0.0001020446,0.1977681,0.000006938909,0.00104558,0.7877446,0.003127065,0.008500853],"study_design_scores_gemma":[0.002760478,0.000274684,0.03648534,0.0001476376,0.00001807068,0.000004162493,0.1768804,0.0002467529,0.0002465195,0.5470639,0.2333175,0.002554514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018372,0.00004246272,0.0005098636,0.03517582,0.001756923,0.0007661966,0.0001169786,0.0001661698,0.4596284],"genre_scores_gemma":[0.988314,0.00002306637,0.0001236868,0.01078936,0.0006396946,0.00003813557,0.000003906418,0.000009307949,0.00005882027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4864768,"threshold_uncertainty_score":0.9990847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091044289580181,"score_gpt":0.2798321359038108,"score_spread":0.238921693008009,"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."}}