{"id":"W4413577522","doi":"10.64628/aaj.5f55apfwt","title":"Why some of Ghana’s private media fight corruption: reasons, rules and resources","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Language change; Business; 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":[0.002559806,0.0002034679,0.0001975396,0.0008100793,0.003290512,0.003873873,0.0003374324,0.001803231,0.01433192],"category_scores_gemma":[0.01429694,0.0002472755,0.0001428709,0.001520437,0.003870599,0.002986432,0.001150737,0.001704701,0.001096758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627939,"about_ca_system_score_gemma":0.002397795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739202,"about_ca_topic_score_gemma":0.03092097,"domain_scores_codex":[0.9986952,0.0005607471,0.00004030139,0.00009699338,0.0001752612,0.0004314953],"domain_scores_gemma":[0.9896548,0.005599249,0.002299126,0.0005093661,0.001148536,0.0007889232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001130303,0.000368513,0.2951746,0.001037463,0.0001659241,0.004575679,0.1280357,0.0006333564,0.007696921,0.2901423,0.1193265,0.1517126],"study_design_scores_gemma":[0.0002251074,0.0001055606,0.2547531,0.001585869,0.0001233608,0.0009988679,0.1862669,0.001270294,0.007667996,0.06925772,0.4776633,0.00008186725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7389466,0.002365002,0.001185313,0.107335,0.0003938288,0.0000848742,0.0003974442,0.00004529785,0.1492465],"genre_scores_gemma":[0.989714,0.0004491287,0.0002901218,0.00256819,0.00009149133,0.00001880433,0.00004471792,0.00003072195,0.006792927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01739202,"threshold_uncertainty_score":0.04794508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852161369836332,"score_gpt":0.3095670424205255,"score_spread":0.2710454287221621,"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."}}