{"id":"W7117551984","doi":"10.70690/x6qeny39","title":"Consensualismo nos Tribunais de Contas","year":2025,"lang":"","type":"article","venue":"Síntese.","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Work (physics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001742257,0.0003764998,0.0006400066,0.0002222927,0.000958874,0.0004486738,0.0009468959,0.0005191278,0.003836092],"category_scores_gemma":[0.003040879,0.0004179165,0.0003134284,0.001542961,0.001957666,0.0003141889,0.00023628,0.0006124959,0.001252438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005276048,"about_ca_system_score_gemma":0.002210347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140278,"about_ca_topic_score_gemma":0.003723048,"domain_scores_codex":[0.9958101,0.0009895198,0.0006714577,0.0006892371,0.0005794297,0.001260248],"domain_scores_gemma":[0.9973943,0.00104555,0.0002006002,0.0006056911,0.0003651849,0.0003886822],"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":[0.0001935653,0.0004032638,0.02148572,0.0001687223,0.0003860179,0.0001756739,0.04518942,0.000004572901,0.0009369839,0.5625292,0.3547974,0.01372951],"study_design_scores_gemma":[0.001174777,0.0001077633,0.004702477,0.0004024511,0.000185998,0.000003976254,0.01511021,0.0002004117,0.005336496,0.02094761,0.9513168,0.0005110599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1137721,0.01005965,0.000327446,0.03910676,0.004645802,0.001054521,0.0001209283,0.0003065568,0.8306062],"genre_scores_gemma":[0.906994,0.000514565,0.0001991467,0.003415765,0.0005037991,0.0000282355,0.000006624441,0.00002512345,0.08831272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7932219,"threshold_uncertainty_score":0.9998273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743815140768784,"score_gpt":0.3653573834866761,"score_spread":0.3479192320789883,"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."}}