{"id":"W4319779861","doi":"10.1108/9781802626551","title":"The Brazilian Way of Doing Public Administration","year":2023,"lang":"en","type":"book","venue":"","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Banco Nacional de Desenvolvimento Econômico e Social; Universidade Estadual de Campinas; Medical Device Innovation Center; Universidade Federal de Minas Gerais; Fundação Getulio Vargas; Companhia Energética de Minas Gerais; Universidade de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; École nationale d'administration publique","keywords":"Administration (probate law); Business; Public administration; Political science; Law","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":[0.00397352,0.0001360344,0.0002211718,0.0001214456,0.001123897,0.0002693077,0.0008182129,0.0004274335,0.000596647],"category_scores_gemma":[0.00144276,0.0001019843,0.0001036526,0.0003270437,0.0006253814,0.0002238431,0.00008431527,0.0003439701,0.0004239138],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004033296,"about_ca_system_score_gemma":0.009658026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003111345,"about_ca_topic_score_gemma":0.03443031,"domain_scores_codex":[0.9974778,0.0002553039,0.0005339573,0.0002525258,0.000945855,0.0005345694],"domain_scores_gemma":[0.9973552,0.001375327,0.0003588338,0.0003883275,0.0002847348,0.0002375619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001441256,0.000005246151,0.00001329937,0.00002933053,0.00001186693,0.00000125573,0.0005073232,2.825548e-8,3.126003e-7,0.6672412,0.2965088,0.03567994],"study_design_scores_gemma":[0.00004251751,0.00002538562,0.0000776216,0.00003055354,0.00000448988,2.965085e-7,0.0005896979,0.000003897127,0.000001940241,0.01928713,0.9798339,0.0001025762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001394359,0.00007509028,0.00003828704,0.04401195,0.00133437,0.0004007627,0.00001705838,0.0002202927,0.9538882],"genre_scores_gemma":[0.002808057,0.000376803,0.0001204731,0.0002950965,0.0008974606,0.00002878332,0.00003668279,0.00002936331,0.9954073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6833251,"threshold_uncertainty_score":0.9959563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0534536331285932,"score_gpt":0.3718701026587195,"score_spread":0.3184164695301263,"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."}}