{"id":"W2965223440","doi":"10.20940/jae/2019/v18i1a5","title":"Electoral Violence in Kenya 2007-2008: The Role of Vernacular Radio","year":2019,"lang":"en","type":"article","venue":"Journal of African Elections","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"","keywords":"Vernacular; Political science; Art; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159406,0.000250414,0.0002009097,0.00101408,0.004556875,0.003061102,0.0003707176,0.0006110353,0.00308204],"category_scores_gemma":[0.003050757,0.0002289055,0.00008109189,0.00132271,0.002585468,0.00146926,0.002001495,0.00107562,0.000258814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544567,"about_ca_system_score_gemma":0.0009318396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01997343,"about_ca_topic_score_gemma":0.0765468,"domain_scores_codex":[0.999239,0.000381724,0.00002544806,0.00007356369,0.00007544657,0.000204846],"domain_scores_gemma":[0.9987301,0.0005817243,0.0004105256,0.00004299943,0.0001054283,0.0001291011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003042474,0.0001122254,0.2914536,0.0003482304,0.0000304061,0.00228319,0.6518331,0.000067557,0.003804706,0.004779245,0.002255097,0.04272849],"study_design_scores_gemma":[0.000007159576,0.00008560737,0.2936032,0.0002208505,0.00001930008,0.0004605542,0.6800604,0.00008111638,0.0006437235,0.0001913394,0.0246032,0.00002363333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873143,0.0007375748,0.0000835488,0.0006219229,0.00003743735,0.00001737714,0.0000693472,0.000001658041,0.01111687],"genre_scores_gemma":[0.99814,0.0004451351,0.00008555881,0.0001067739,0.0000179545,0.00001399814,0.00006074439,0.000003517592,0.00112622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01997343,"threshold_uncertainty_score":0.03971434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009039029638726801,"score_gpt":0.2663763487807022,"score_spread":0.2573373191419753,"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."}}