{"id":"W2904688488","doi":"10.1017/lap.2018.58","title":"“It Was Once a Radical Democratic Proposal”: Theories of Gradual Institutional Change in Brazilian Participatory Budgeting","year":2018,"lang":"en","type":"article","venue":"Latin American Politics and Society","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Blueprint; Legislation; Citizen journalism; Politics; Political science; Democracy; Rhetoric; Participatory budgeting; Public administration; State (computer science); Political economy; Sociology; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000350413,0.00007579057,0.0001577334,0.00001259345,0.0003561598,0.00002386387,0.00007495261,0.00004746885,0.00002414306],"category_scores_gemma":[0.0001780392,0.00007074326,0.00004384404,0.0002637452,0.003374058,0.0001220909,0.00003438559,0.00007781036,0.0000013407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040715,"about_ca_system_score_gemma":0.0002562804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004204321,"about_ca_topic_score_gemma":0.001034544,"domain_scores_codex":[0.9988938,0.0001054305,0.0002140547,0.0001456272,0.0003153072,0.0003257647],"domain_scores_gemma":[0.9995738,0.00009501453,0.0001152786,0.00006721901,0.00005267019,0.00009607679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000005047183,0.00006517392,0.1878668,0.00002216812,0.000009448878,9.624364e-7,0.0985477,0.00000163601,0.00003166881,0.7096605,0.0003097777,0.003479106],"study_design_scores_gemma":[0.00155344,0.0006944844,0.7697534,0.0004011241,0.00007375004,0.000001734658,0.09855287,0.01287336,0.001212344,0.08823397,0.02581678,0.0008327268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888016,0.00006001989,0.0006522192,0.002675155,0.0001079011,0.0001804973,0.00001419164,0.0000195205,0.007488917],"genre_scores_gemma":[0.996253,0.00018618,0.001313995,0.001837068,0.0003028848,0.00001260583,0.000003472315,0.000005069245,0.00008578601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6214265,"threshold_uncertainty_score":0.9993382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016381212570635,"score_gpt":0.3304371609420133,"score_spread":0.300273348816307,"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."}}