{"id":"W3163802183","doi":"10.32038/mbrq.2020.16.05","title":"Financial Condition and Government Accounts: An Analysis in the Municipalities of the State of Rio de Janeiro (2009 to 2015)","year":2020,"lang":"en","type":"article","venue":"European Journal of Studies in Management and Business","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Governor; Accountability; Government (linguistics); State (computer science); Local government; Politics; Public administration; Accounting; Business; Finance; Political science; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003853333,0.0001145902,0.0004010786,0.0002152211,0.00009331528,0.00006273988,0.0005497607,0.000006203953,0.0000053238],"category_scores_gemma":[0.0005644911,0.00005980184,0.00005259148,0.001604182,0.0002325772,0.0002485057,0.0006704015,0.00007668876,4.898838e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158847,"about_ca_system_score_gemma":0.000006444116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003363287,"about_ca_topic_score_gemma":0.0001503009,"domain_scores_codex":[0.9978231,0.0003944845,0.0007212019,0.0001620747,0.0007662283,0.000132901],"domain_scores_gemma":[0.9988627,0.0001568665,0.0005145085,0.0001901778,0.0002546428,0.00002104514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001346836,0.0006978683,0.6244867,0.001220764,0.002119114,0.0005471707,0.1605002,0.04819953,0.00007207798,0.006482373,0.02109897,0.1332284],"study_design_scores_gemma":[0.0005287654,0.00008375511,0.9583896,0.0001322553,0.0001970914,0.000001027424,0.03605048,0.0001841209,0.000003467507,0.001018717,0.003341417,0.0000693281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918155,0.001606844,0.001275656,0.004326331,0.0001178161,0.0001756417,0.00001178778,0.000001379836,0.0006690108],"genre_scores_gemma":[0.9961548,0.002741873,0.0001935126,0.0007602157,0.00003009302,0.000001864916,2.188924e-7,0.000004120569,0.0001133438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3339029,"threshold_uncertainty_score":0.2438648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021836407410018,"score_gpt":0.3549285529342911,"score_spread":0.2527449121932893,"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."}}