{"id":"W2520010989","doi":"10.1080/17448689.2016.1213508","title":"Participatory citizenship in the making? The multiple citizenship trajectories of participatory budgeting participants in Brazil","year":2016,"lang":"en","type":"article","venue":"Journal of Civil Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Citizenship; Citizen journalism; Argument (complex analysis); Scholarship; Democracy; Sociology; Participatory budgeting; Civil society; Politics; Active citizenship; Political science; Public administration; Public relations; 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":[],"consensus_categories":[],"category_scores_codex":[0.01419365,0.0001256625,0.0003013076,0.00007673087,0.0003571606,0.00009402357,0.0007199736,0.0001352688,0.0001130354],"category_scores_gemma":[0.006555058,0.00006567303,0.0002688297,0.0006772117,0.001096467,0.0002151339,0.00004740055,0.0004683183,0.00000331809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636756,"about_ca_system_score_gemma":0.001013552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539386,"about_ca_topic_score_gemma":0.005837879,"domain_scores_codex":[0.9951617,0.001936975,0.0008740174,0.0001407926,0.001092568,0.0007939314],"domain_scores_gemma":[0.9951595,0.00376284,0.0005148501,0.0002159102,0.0002180014,0.0001289079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001261995,0.0002201711,0.7984503,0.00004725366,0.000101588,0.00002858453,0.1597916,0.00002731838,0.001397787,0.01534737,0.02317006,0.00129175],"study_design_scores_gemma":[0.002792262,0.0002411154,0.8666174,0.0005132813,0.0000586742,0.000008729174,0.09369104,0.0001881867,0.001300112,0.02162435,0.0126321,0.0003327772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744447,0.0002198315,0.00004844498,0.02126575,0.0001606132,0.0001925503,0.000009691541,0.000008766457,0.003649664],"genre_scores_gemma":[0.9982958,0.0001162475,0.0000298396,0.001045849,0.0004000726,0.00002666553,1.548416e-7,0.000009636163,0.00007575403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0681671,"threshold_uncertainty_score":0.784749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819307153093717,"score_gpt":0.4269406169732512,"score_spread":0.2450099016638795,"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."}}