{"id":"W2748535853","doi":"","title":"Public Participation in Municipal Budget Decision Process: City of Toronto’s 2011 Core Service Review","year":2012,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public service; Core (optical fiber); Service (business); Decision process; Process (computing); Business; Political science; Public relations; Public administration; Computer science; Process management; Marketing; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002664132,0.0001682212,0.0003086918,0.0001940853,0.0002901405,0.0001051129,0.0009582549,0.0002025367,0.0006213087],"category_scores_gemma":[0.000714563,0.0001837365,0.00007844587,0.0007425105,0.0001753409,0.005029722,0.0002009808,0.0003300456,0.00009000409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677903,"about_ca_system_score_gemma":0.0005434438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071263,"about_ca_topic_score_gemma":0.1935546,"domain_scores_codex":[0.9971706,0.0006250964,0.000379226,0.0002901967,0.0008003935,0.0007344945],"domain_scores_gemma":[0.9981049,0.0002403465,0.000255328,0.0004167641,0.0004535399,0.0005290915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004271607,0.0002962042,0.9925924,0.0001907254,0.00001314238,0.00000604142,0.003834376,7.686114e-7,0.00003309335,0.001802727,0.00000401433,0.001183792],"study_design_scores_gemma":[0.000501041,0.00005352234,0.9814924,0.0005512201,0.00002772985,0.00000171411,0.001418566,5.409399e-7,0.0001175573,0.0002184748,0.01539433,0.0002229081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917487,0.001194983,0.00003486419,0.001752739,0.0001223594,0.0004450039,0.00002380645,0.00005324191,0.004624288],"genre_scores_gemma":[0.9963475,0.001693099,0.0000195806,0.0006643488,0.00009570247,0.000005399775,0.0000244149,0.00001174272,0.001138153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1924834,"threshold_uncertainty_score":0.8211609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3737568687335843,"score_gpt":0.4751082162923893,"score_spread":0.101351347558805,"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."}}