{"id":"W7125823510","doi":"10.12957/cdf.2025.92288","title":"Emendas impositivas","year":2025,"lang":"","type":"article","venue":"Cadernos do Desenvolvimento Fluminense","topic":"Social and Political Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Legislature; Legislation; Work (physics); Economic Justice; State (computer science); Public policy; Government (linguistics); Context (archaeology); Equity (law); Control (management)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004846548,0.0006191016,0.0006178651,0.002789748,0.006198369,0.009276818,0.002357022,0.002503488,0.03185925],"category_scores_gemma":[0.02772886,0.0006207216,0.0008251612,0.003419903,0.003935854,0.00367486,0.007642994,0.002706797,0.00379722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006468915,"about_ca_system_score_gemma":0.007209624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03965513,"about_ca_topic_score_gemma":0.06375124,"domain_scores_codex":[0.9873871,0.00318286,0.0006515561,0.001375365,0.005089098,0.002314017],"domain_scores_gemma":[0.9823195,0.005218054,0.004482083,0.002435972,0.003582501,0.001961869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007942032,0.0005132742,0.2484545,0.003597064,0.0004170825,0.006710089,0.1051593,0.002527853,0.007202257,0.2398946,0.08157729,0.3031524],"study_design_scores_gemma":[0.00002978755,0.0002174265,0.1434355,0.001102092,0.0001373727,0.00131602,0.06820846,0.0007187775,0.001731829,0.01041404,0.772587,0.000101649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4714332,0.005485154,0.005129335,0.01954553,0.001300944,0.0002994354,0.001652118,0.0005127782,0.4946415],"genre_scores_gemma":[0.9491295,0.00178852,0.001244788,0.001773832,0.0002617231,0.0001117571,0.000635803,0.0001117201,0.04494235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03965513,"threshold_uncertainty_score":0.1065798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899231208470987,"score_gpt":0.3618119678413959,"score_spread":0.342819655756686,"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."}}