{"id":"W3143369708","doi":"","title":"Regulation in Brazil: Retrospect and Prospects","year":2006,"lang":"en","type":"article","venue":"Chapters","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Economics","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":[0.00005817363,0.00006660081,0.0000790301,0.0001024968,0.00006712336,0.00008351934,0.00003391349,0.00001748306,0.00003880391],"category_scores_gemma":[0.000007687953,0.00006287442,0.00001501427,0.0001678428,0.00003916797,0.0003413694,0.00003239402,0.00002818468,0.00003895639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001477019,"about_ca_system_score_gemma":0.000001224582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001793968,"about_ca_topic_score_gemma":0.0002338856,"domain_scores_codex":[0.999575,0.000001141674,0.0001032758,0.0001370538,0.0000806627,0.0001029015],"domain_scores_gemma":[0.9998482,0.000003955455,0.00005244928,0.00006946763,0.00002346225,0.000002451904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000172728,0.00001891976,0.612034,0.00004297011,0.000003285561,0.000003515848,0.00003772056,0.0001052404,0.001028991,0.3799956,0.003090625,0.003621949],"study_design_scores_gemma":[0.0002788574,0.000001978731,0.9626064,0.00001961526,0.000002497756,4.335203e-7,0.00003525394,0.00245578,0.00002584396,0.02601584,0.008476648,0.00008089218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918932,0.0001409103,0.0001194147,0.001980007,0.0001338544,0.0001518871,1.811215e-7,0.00007932159,0.1055012],"genre_scores_gemma":[0.9986238,0.000003337419,0.00005057974,0.0003294577,0.0003101074,0.000006340973,0.000004393154,0.000006888805,0.0006651165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3539797,"threshold_uncertainty_score":0.2563944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075102393128791,"score_gpt":0.2088406656835292,"score_spread":0.1980896417522413,"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."}}