{"id":"W4280574077","doi":"10.1080/09518398.2022.2035450","title":"The role of education and income as protective factors against intimate partner violence and HIV exposure among Kenyan women","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies in Education","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Minority Health and Health Disparities","keywords":"Domestic violence; Thematic analysis; Transformative learning; Focus group; Masculinity; Patriarchy; Structural violence; Kenya; Gender studies; Inequality; Sociology; Psychology; Poison control; Socioeconomics; Qualitative research; Suicide prevention; Developmental psychology; Medicine; Political science; Environmental health; Politics; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.002553599,0.00009399233,0.0001738277,0.0002079953,0.0004460729,0.00004409393,0.0002759281,0.00002379108,0.00001026404],"category_scores_gemma":[0.001340426,0.00007357405,0.00003293488,0.0001931166,0.0008985928,0.0003523513,0.0001329031,0.0002209608,4.966028e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687365,"about_ca_system_score_gemma":0.0005297898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964749,"about_ca_topic_score_gemma":0.00003617923,"domain_scores_codex":[0.997822,0.0009181817,0.0004549986,0.0001278284,0.0005334445,0.0001435356],"domain_scores_gemma":[0.9975866,0.0007181103,0.0006073606,0.0000588422,0.0009778767,0.00005119759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001006957,0.0002187772,0.08777499,0.00001424004,0.0001398778,5.815318e-7,0.8303735,0.0000309167,0.0001204123,0.03850718,0.00005331176,0.04266546],"study_design_scores_gemma":[0.0001319154,0.000112246,0.0783079,0.0002182557,0.000006137342,0.000002368379,0.8354552,0.000008394201,0.00009775243,0.08468824,0.0009008909,0.00007062592],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915013,0.004281831,0.00001491459,0.0003235521,0.001238033,0.0002270909,0.000009170183,0.000003592427,0.002400516],"genre_scores_gemma":[0.9963745,0.003096265,0.000108029,0.00007023152,0.0001177453,0.000133616,0.000002178461,0.000005541514,0.00009181939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04618106,"threshold_uncertainty_score":0.3430877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408678970375287,"score_gpt":0.4449754597973463,"score_spread":0.4041075627598176,"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."}}