{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01998883,0.0003227745,0.0006054915,0.002822554,0.01077746,0.008227786,0.001863628,0.001690468,0.003491199],"category_scores_gemma":[0.05349793,0.0005456554,0.0003289792,0.006676005,0.003390175,0.001688926,0.005080878,0.001923408,0.000329625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1144223,"about_ca_system_score_gemma":0.1956853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8468452,"about_ca_topic_score_gemma":0.9276431,"domain_scores_codex":[0.9781309,0.008107558,0.001041697,0.0006955218,0.007679439,0.004344933],"domain_scores_gemma":[0.9169858,0.02730038,0.006360809,0.002329089,0.03381088,0.01321303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006039377,0.0001654511,0.06767018,0.003211307,0.0001929923,0.005615576,0.3496332,0.004178846,0.002663407,0.03786354,0.3319182,0.1962834],"study_design_scores_gemma":[0.00005913273,0.0001638825,0.1572308,0.0008801804,0.0001150571,0.0003681131,0.1940827,0.0009923801,0.001577718,0.001205947,0.6431655,0.0001586802],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7794825,0.01189337,0.001392436,0.08492611,0.001049752,0.0008881642,0.001907575,0.0001521799,0.1183079],"genre_scores_gemma":[0.9782413,0.003191268,0.0007822821,0.001624129,0.0001395072,0.0001610148,0.0006070624,0.00004254872,0.0152108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1531548,"threshold_uncertainty_score":0.8301958,"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."}}