{"id":"W3027746157","doi":"10.3968/11599","title":"Political and Administrative Structures of Governance in Local Government System in Africa: Nigeria and Republic of Guinea","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Sustainability, Governance, and Employment Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Politics; Public administration; Local government; Democratization; Corporate governance; Transparency (behavior); The Republic; Accountability; Democracy; Government (linguistics); Jurisdiction; Political science; Good governance; Economic growth; Business; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005795915,0.00008142723,0.0002334552,0.00003078703,0.000236664,0.00002991499,0.0002113083,0.00005666965,0.000007752196],"category_scores_gemma":[0.001172711,0.00008254247,0.00001855049,0.0007382421,0.003033709,0.0001703881,0.00006574745,0.00007898911,9.376257e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455475,"about_ca_system_score_gemma":0.00122903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08646169,"about_ca_topic_score_gemma":0.2092268,"domain_scores_codex":[0.9983596,0.00007812182,0.0002370087,0.0002734646,0.0005493675,0.000502462],"domain_scores_gemma":[0.9993063,0.00007678774,0.0001316395,0.0000578902,0.00008296705,0.000344474],"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":[0.00001212077,0.000007742346,0.2523849,0.00005091727,0.00000233829,0.000008510307,0.02862821,2.593757e-7,0.00001788979,0.7177551,0.00007609583,0.001055961],"study_design_scores_gemma":[0.0002714111,0.00008085774,0.6676177,0.0000327214,0.000003587306,3.860759e-7,0.3263339,0.00002366951,0.00008632748,0.001684757,0.003732789,0.0001319776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136214,0.0002331897,0.000007517573,0.004106912,0.00006974166,0.0002471005,0.00008891535,0.000006050716,0.08161912],"genre_scores_gemma":[0.999774,0.00001375325,0.00002061819,0.0001088877,0.00004738889,0.000006423546,1.264315e-7,0.000002639693,0.0000261864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7160704,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394625816786596,"score_gpt":0.2942651819866814,"score_spread":0.2603189238188155,"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."}}