{"id":"W4406905433","doi":"10.36428/revistadacgu.v16i29.776","title":"O que sabemos e o que falta investigar sobre a Lei Anticorrupção: mapeando conquistas, identificando aprimoramentos e estabelecendo uma agenda de pesquisa","year":2024,"lang":"pt","type":"article","venue":"Revista da CGU","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Art; Philosophy","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":[0.003310622,0.001175391,0.001613333,0.0004415949,0.001245715,0.00833472,0.001978427,0.0007137083,0.002681882],"category_scores_gemma":[0.001550781,0.001233793,0.0007278792,0.002424646,0.002020608,0.001252375,0.0005449114,0.001658333,0.003537952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503177,"about_ca_system_score_gemma":0.003357711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009939747,"about_ca_topic_score_gemma":0.002452261,"domain_scores_codex":[0.9898402,0.002094316,0.001731556,0.002163583,0.001725505,0.002444844],"domain_scores_gemma":[0.99552,0.0007347022,0.0005488075,0.001534619,0.0003615678,0.001300311],"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":[0.0002096099,0.0006186836,0.007690097,0.006725239,0.001063637,0.003231397,0.05832019,0.00002777805,0.008229222,0.228608,0.6587788,0.02649739],"study_design_scores_gemma":[0.0009396966,0.0001789601,0.0003716292,0.003005812,0.0006541949,0.0000886224,0.006930573,0.0009531035,0.0008409084,0.0008131366,0.9837461,0.00147732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5284224,0.2732174,0.006998257,0.0446937,0.01739178,0.01312107,0.004697111,0.005290262,0.1061681],"genre_scores_gemma":[0.9026709,0.007262393,0.0005184606,0.001827576,0.002403216,0.0001312432,0.0003052116,0.0003359852,0.08454504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3742485,"threshold_uncertainty_score":0.9990112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05618560216392649,"score_gpt":0.3501321529830925,"score_spread":0.293946550819166,"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."}}