{"id":"W4387966737","doi":"10.1080/17441692.2023.2271989","title":"Political homophobia and the effect on GBMSM programmes in Kenya: The significance of a community-led rapid agency assessment","year":2023,"lang":"en","type":"article","venue":"Global Public Health","topic":"African Sexualities and LGBTQ+ Issues","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Technical and Regulatory Support; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Agency (philosophy); Government (linguistics); Politics; Parliament; Kenya; Men who have sex with men; Legislation; Political science; Public health; Supreme court; Reproductive health; Economic growth; Appeal; Public administration; Sociology; Law; Population; Environmental health; Medicine; Human immunodeficiency virus (HIV); Social science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01089895,0.0001228632,0.0003439719,0.00004669418,0.0009792146,0.0001419223,0.0004951728,0.000065213,0.00002485974],"category_scores_gemma":[0.0008564265,0.00006940504,0.00006014718,0.001127104,0.001337206,0.00007694784,0.0001302605,0.0003631718,0.000006829469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003449742,"about_ca_system_score_gemma":0.0008353767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06896509,"about_ca_topic_score_gemma":0.006100905,"domain_scores_codex":[0.9916797,0.006437559,0.0003395712,0.0001491125,0.0005232896,0.0008707101],"domain_scores_gemma":[0.9972967,0.001939204,0.0001274478,0.0003366295,0.00005206886,0.0002479883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003052491,0.0001064645,0.01118254,0.00007588664,0.00001867814,0.000001678287,0.03157769,5.987761e-7,2.891888e-7,0.8723851,0.003663535,0.08095697],"study_design_scores_gemma":[0.002195917,0.00188775,0.3927781,0.00006626751,0.00001209339,0.000001949473,0.2972003,0.00006587606,9.438241e-7,0.02703386,0.2785169,0.0002400038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7833567,0.0003486523,0.00001225949,0.1687902,0.0001942978,0.001502221,0.00005036475,0.0001013791,0.04564394],"genre_scores_gemma":[0.9977107,0.0001175523,0.00002485116,0.001760922,0.00009447308,0.000130032,0.000009177974,0.000005671739,0.0001466049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8453513,"threshold_uncertainty_score":0.9372348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05738370459601863,"score_gpt":0.4087768851223857,"score_spread":0.3513931805263671,"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."}}