{"id":"W3121544993","doi":"","title":"Thinking Regionally: How to Improve Service Delivery in Canada’s Cities","year":2016,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Corporate governance; Local government; Regional autonomy; Autonomy; Service (business); Service delivery framework; Regional science; Public administration; Business; Geography; Political science; Politics; Finance","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":[0.008332208,0.001481598,0.001029507,0.003206359,0.03227045,0.01917916,0.00519122,0.003916228,0.01708465],"category_scores_gemma":[0.01874287,0.000890284,0.00175122,0.005357764,0.01142294,0.009583022,0.01050083,0.008458974,0.003361624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1838466,"about_ca_system_score_gemma":0.4936856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913275,"about_ca_topic_score_gemma":0.9953755,"domain_scores_codex":[0.9897939,0.00211571,0.0003146002,0.0008364273,0.002617682,0.0043217],"domain_scores_gemma":[0.9801323,0.001096861,0.0005037475,0.0005988086,0.009055219,0.008613253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001045272,0.000159616,0.01542055,0.0008697647,0.0001818458,0.0009231425,0.04178161,0.003229784,0.001260314,0.07409962,0.6483358,0.2136333],"study_design_scores_gemma":[0.00008502846,0.00008984752,0.02162077,0.001531275,0.0002426767,0.0002157308,0.06158237,0.002041681,0.0007365715,0.01937102,0.8922489,0.0002340928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04244457,0.01727705,0.01524714,0.6582069,0.005069758,0.0005170807,0.001194729,0.00161849,0.2584243],"genre_scores_gemma":[0.6147467,0.03007677,0.06690782,0.1276478,0.001164699,0.0006827569,0.00206715,0.001789656,0.1549167],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1838466,"threshold_uncertainty_score":0.9466223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265255490169237,"score_gpt":0.2420651707954615,"score_spread":0.2194126158937691,"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."}}