{"id":"W4220669035","doi":"10.11606/d.3.2021.tde-17032022-133347","title":"Impacto das audiências e consultas públicas na regulação brasileira.","year":2021,"lang":"pt","type":"dissertation","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; Agência Nacional do Petróleo, Gás Natural e Biocombustíveis; Alzheimer's Research and Prevention Foundation","keywords":"Political science; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.0003844311,0.001170708,0.001342544,0.0006793603,0.001127311,0.001824563,0.0006697603,0.0005814084,0.01395794],"category_scores_gemma":[0.0006266395,0.0011307,0.0006559715,0.002154786,0.000164685,0.001367407,0.000374828,0.0005712926,0.004002452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318267,"about_ca_system_score_gemma":0.0002626996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008554945,"about_ca_topic_score_gemma":0.001586848,"domain_scores_codex":[0.9952652,0.00005612653,0.001267293,0.001378293,0.001062597,0.0009705047],"domain_scores_gemma":[0.9953324,0.0001518394,0.001231161,0.001013089,0.002191818,0.0000796648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009038489,0.001284377,0.1109607,0.007810918,0.003440491,0.0003084473,0.003180652,0.0001334075,0.002728994,0.08713197,0.6962198,0.0858964],"study_design_scores_gemma":[0.00274082,0.0000572114,0.6486433,0.002671171,0.001400295,0.0000193097,0.04675471,0.00520642,0.0007388256,0.00114407,0.2867515,0.003872398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.29357,0.009487211,0.001269947,0.004875433,0.009332912,0.002484971,0.00007864166,0.001106544,0.6777943],"genre_scores_gemma":[0.7230171,0.000275942,0.0001607701,0.003337352,0.001508366,0.0001035841,0.004183081,0.0001685764,0.2672452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5376826,"threshold_uncertainty_score":0.9992116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866751703527501,"score_gpt":0.3130851387449402,"score_spread":0.2744176217096652,"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."}}