{"id":"W4413072438","doi":"10.1080/17448689.2025.2531194","title":"Political violence and women’s political participation in Kenya","year":2025,"lang":"en","type":"article","venue":"Journal of Civil Society","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Victoria","funders":"","keywords":"Politics; Civil society; Political science; Political violence; Political economy; Gender studies; Sociology; Law","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":[0.0008815269,0.00005044772,0.0001317515,0.00004879473,0.0001246512,0.00005121228,0.00008228559,0.00008610266,0.00002819799],"category_scores_gemma":[0.0003011209,0.00004473362,0.00007472139,0.0001565591,0.0002380445,0.0001309632,0.00002555868,0.0001728433,8.600779e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912767,"about_ca_system_score_gemma":0.0003656798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000363363,"about_ca_topic_score_gemma":0.0002383558,"domain_scores_codex":[0.9987855,0.000131923,0.0002846731,0.00007775911,0.0002683847,0.0004517601],"domain_scores_gemma":[0.9993513,0.0001790453,0.00006970065,0.00004847319,0.0001297907,0.0002217488],"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":[0.00000709745,0.000100223,0.1208717,0.00002123542,0.00002094845,0.000002797168,0.01133377,0.000005293263,0.00005461935,0.8662652,0.0005160269,0.0008010155],"study_design_scores_gemma":[0.0007775259,0.00006570423,0.3857194,0.000183055,0.00002740612,0.000003496832,0.07091496,0.0002989177,0.0001695042,0.538007,0.003723194,0.000109835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704875,0.0001626752,0.0005300948,0.009509167,0.0002361863,0.0000614152,0.000001212455,0.000005505864,0.01900624],"genre_scores_gemma":[0.9985299,0.000137375,0.0001244642,0.0008822746,0.0001775272,0.000003174153,1.782758e-7,0.000002417838,0.000142658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3282582,"threshold_uncertainty_score":0.1824184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106271131322972,"score_gpt":0.3657616448538277,"score_spread":0.3446989335405979,"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."}}