{"id":"W2090956666","doi":"10.17722/ijrbt.v4i1.172","title":"Public Management Reforms in Nigeria: The Application of Managerialism and Its Limitations","year":2014,"lang":"en","type":"article","venue":"International Journal of Research in Business and Technology","topic":"Business Strategies and Management Research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Managerialism; Business; Public administration; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.006488901,0.00006624832,0.0001878719,0.003478362,0.00006717203,0.0002282221,0.001176172,0.00007420504,0.000009525132],"category_scores_gemma":[0.001814547,0.00003933431,0.00001825995,0.002843576,0.0003742309,0.0004203923,0.000641183,0.0002793213,0.000002788033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004406865,"about_ca_system_score_gemma":0.00004816608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006144881,"about_ca_topic_score_gemma":0.0004484816,"domain_scores_codex":[0.9975907,0.0001471327,0.0005960283,0.0001932256,0.001263414,0.0002094599],"domain_scores_gemma":[0.9964788,0.0005795512,0.0002409021,0.0002193755,0.002450069,0.00003132578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004618736,0.00006662973,0.00580016,0.00002118259,0.00002119128,0.00002699323,0.00004653252,0.00004579666,0.0002285635,0.6747494,0.00009612588,0.3188512],"study_design_scores_gemma":[0.001322161,0.0000878909,0.1915752,0.0001262539,0.000003146465,0.00006929674,0.003401516,0.003307481,0.00009158209,0.739471,0.0604578,0.00008663663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7393993,0.0009718955,0.007931222,0.2398268,0.0004127853,0.0005110049,0.000002826388,0.00001050319,0.01093371],"genre_scores_gemma":[0.9963956,0.00314677,0.0002430732,0.0000243417,0.0000531521,0.00002828718,9.924732e-7,0.000004301211,0.0001034865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3187646,"threshold_uncertainty_score":0.3103707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2186421927980588,"score_gpt":0.4405143386330193,"score_spread":0.2218721458349605,"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."}}