{"id":"W3154692606","doi":"10.1590/2317-6172202105","title":"UMA ANÁLISE EMPÍRICA DOS TRIBUNAIS DE CONTAS BRASILEIROS: CAPACIDADES E DESEMPENHO","year":2021,"lang":"pt","type":"article","venue":"Revista Direito GV","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001218508,0.0003987251,0.0007474722,0.0001111041,0.0008127273,0.001102013,0.0005139558,0.0002985581,0.01325921],"category_scores_gemma":[0.0008178808,0.0004453707,0.0003810431,0.0006808703,0.0002675496,0.0003265958,0.0002151818,0.0003402453,0.002406548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155762,"about_ca_system_score_gemma":0.001733658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006115759,"about_ca_topic_score_gemma":0.0008178808,"domain_scores_codex":[0.9963629,0.0005782242,0.0008294757,0.0008027744,0.000433884,0.0009927707],"domain_scores_gemma":[0.9978894,0.0003015896,0.0003245264,0.0005801005,0.0002280415,0.0006763504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003107186,0.00172654,0.2798877,0.001215487,0.001015395,0.001376751,0.09233021,0.00003593994,0.005009849,0.05484192,0.2537723,0.3084772],"study_design_scores_gemma":[0.0007312078,0.00003758329,0.0543585,0.0003460569,0.0001036952,0.00002407171,0.008615952,0.00008348619,0.0005700893,0.00006044847,0.9343899,0.0006789999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.84421,0.01232122,0.000587777,0.007859481,0.002506325,0.001025081,0.0002586479,0.0003037193,0.1309277],"genre_scores_gemma":[0.9205406,0.003659789,0.0002661012,0.001374468,0.0006167367,0.00005615283,0.00005703485,0.00004671211,0.07338241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6806176,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05580613971993761,"score_gpt":0.331343302010904,"score_spread":0.2755371622909664,"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."}}