{"id":"W2752704815","doi":"","title":"Citizen Engagement in Budget Planning in Ontario Municipalities","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Public administration; Environmental planning; Business; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005064095,0.0001695525,0.0004022658,0.00113531,0.01745925,0.005319403,0.00101631,0.0009785817,0.004061777],"category_scores_gemma":[0.01486565,0.0004476289,0.0002942793,0.003851756,0.005679325,0.001744257,0.005817298,0.001017677,0.0002174722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05267951,"about_ca_system_score_gemma":0.1028997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9303247,"about_ca_topic_score_gemma":0.9665074,"domain_scores_codex":[0.9912335,0.003238392,0.0002787889,0.0004541143,0.001819339,0.002975876],"domain_scores_gemma":[0.9902829,0.002716427,0.001514555,0.0004691578,0.001800596,0.003216357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002560506,0.000148427,0.250068,0.000322036,0.00004921069,0.001506507,0.6644798,0.001265097,0.001193126,0.0182914,0.009589632,0.05283076],"study_design_scores_gemma":[0.00003032343,0.00009365034,0.3111316,0.0002741688,0.0000258595,0.0001357016,0.5253921,0.0008017343,0.0002641868,0.002923243,0.1588684,0.00005903553],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518535,0.0004126528,0.0005410801,0.004521562,0.00002689623,0.0001305511,0.000132593,0.00001490027,0.04236621],"genre_scores_gemma":[0.9947273,0.0002588639,0.0002845152,0.0001571755,0.000006255786,0.0000630957,0.00005945692,0.000006994906,0.004436265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06967527,"threshold_uncertainty_score":0.3822184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653925846615023,"score_gpt":0.3576424644074519,"score_spread":0.1922498797459496,"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."}}