{"id":"W4407390063","doi":"10.37745/gjpsa.2013/vol12n31323","title":"The Challenges of Democratic Governance in Bayelsa State: Exploring Political Corruption","year":2024,"lang":"en","type":"article","venue":"Global Journal of Political Science and Administration","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tertiary Education Trust Fund; McGill University","keywords":"Corporate governance; Politics; Language change; Democracy; Democratic governance; State (computer science); Political science; Political corruption; Public administration; Business; Computer science; Law; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002360263,0.00005317336,0.0001009606,0.00003698964,0.000185739,0.0001765494,0.0001594563,0.00002624433,0.00001157186],"category_scores_gemma":[0.0007897575,0.00003880335,0.00002884641,0.0002469865,0.0007120718,0.0006097662,0.00002347243,0.00009191325,0.000003567478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481413,"about_ca_system_score_gemma":0.001804702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534014,"about_ca_topic_score_gemma":0.001031494,"domain_scores_codex":[0.9985377,0.00006056992,0.0003756332,0.0001109106,0.0004851072,0.0004301138],"domain_scores_gemma":[0.9992808,0.000167743,0.00006854983,0.00004356636,0.0001445047,0.0002948158],"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":[0.00001212259,0.00001638103,0.001211451,0.000009566334,0.000001958347,0.000007900081,0.0004090633,8.221666e-7,0.00003026011,0.9455645,0.000007427317,0.05272851],"study_design_scores_gemma":[0.0003756013,0.0004993039,0.6196146,0.000509051,0.00002012393,0.0001637924,0.03132462,0.0007928641,0.0004322335,0.3380218,0.007998377,0.0002476033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569432,0.0005850449,0.0001285014,0.02276288,0.0007887552,0.00007308901,0.000004948665,0.000007474606,0.01870616],"genre_scores_gemma":[0.9989688,0.0007430508,0.00007297235,0.0000668522,0.0001139263,0.000001763639,6.954769e-8,0.000001236354,0.0000312781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6184031,"threshold_uncertainty_score":0.3201463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05989691004970363,"score_gpt":0.3509996914126253,"score_spread":0.2911027813629217,"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."}}