{"id":"W1907207120","doi":"10.3968/j.css.1923669720100603.021","title":"Major Causes of Declining Quality of Education in Nigeria from Administrative Perspective: A Case Study of Dekina Local Government Area","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"African Education and Politics","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Quality (philosophy); Language change; Local government; Perspective (graphical); Local government area; Political science; Basic education; Business; Public administration; Economic growth; Sociology; Pedagogy; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019141,0.0002063326,0.0002666138,0.001136248,0.005231546,0.00178382,0.0007154997,0.000881933,0.001937393],"category_scores_gemma":[0.001313272,0.0002687107,0.0002342057,0.001318479,0.001931399,0.0007466236,0.001582557,0.0009865941,0.0001442794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470019,"about_ca_system_score_gemma":0.003146495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04482817,"about_ca_topic_score_gemma":0.1110995,"domain_scores_codex":[0.9991208,0.0003786506,0.00005190819,0.00006318549,0.0001304442,0.0002549948],"domain_scores_gemma":[0.9987752,0.0003997478,0.0003430463,0.00005006012,0.0001817622,0.0002501219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029855,0.0009902912,0.5222614,0.0005764881,0.00003544898,0.09459449,0.3334624,0.000993463,0.003110895,0.005261946,0.001751129,0.03685899],"study_design_scores_gemma":[0.000007523011,0.0002663162,0.1873722,0.0002944222,0.00002868691,0.00823577,0.7901004,0.000500778,0.0009515802,0.0003823385,0.0118291,0.00003081582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974384,0.00015967,0.00008823516,0.0003396013,0.000003708686,0.0000208899,0.00001286316,0.000001580962,0.001935035],"genre_scores_gemma":[0.9981056,0.0003668855,0.0001420072,0.00005511914,0.000003336273,0.000009808107,0.00001051715,0.000001168702,0.001305487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04482817,"threshold_uncertainty_score":0.08913451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06757429242360068,"score_gpt":0.439720970622939,"score_spread":0.3721466781993383,"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."}}