{"id":"W7128038681","doi":"10.65992/rdta.vn50.2024.677","title":"A UNIFORMIZAÇÃO DE JURISPRUDÊNCIA NO CONSELHO ADMINISTRATIVO DE RECURSOS FISCAIS (CARF) E AS SÚMULAS CARF","year":2024,"lang":"","type":"article","venue":"Revista de Direito Tributário da APET","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"","keywords":"Government (linguistics); Context (archaeology); Identification (biology); Order (exchange)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.009205082,0.001166028,0.001549339,0.0004715075,0.001655834,0.003835603,0.003017835,0.002369443,0.008868477],"category_scores_gemma":[0.01288246,0.001259433,0.001120304,0.00287072,0.001936482,0.001190878,0.0007916318,0.00440059,0.004793503],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005860749,"about_ca_system_score_gemma":0.02263718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261941,"about_ca_topic_score_gemma":0.000190177,"domain_scores_codex":[0.985886,0.003347036,0.001775038,0.001990805,0.002647351,0.004353757],"domain_scores_gemma":[0.9905644,0.003949823,0.0005141667,0.001380345,0.000788704,0.002802584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009214118,0.0003806959,0.006090051,0.00257729,0.001397598,0.006873175,0.02237757,0.0000330659,0.001264911,0.2812595,0.6467275,0.03009726],"study_design_scores_gemma":[0.0008839784,0.0007366435,0.0002083882,0.002162784,0.0005495586,0.0003047605,0.003493769,0.003088431,0.0009847311,0.004299993,0.9819326,0.001354377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3600651,0.07831354,0.003099713,0.02883126,0.004341506,0.007368493,0.007050109,0.002019672,0.5089106],"genre_scores_gemma":[0.9118757,0.05112897,0.001286934,0.001859391,0.003783745,0.0003615493,0.0002353742,0.0002291545,0.02923916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5518106,"threshold_uncertainty_score":0.9996439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286094198170719,"score_gpt":0.3846840831844818,"score_spread":0.3518231412027746,"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."}}