{"id":"W3007811528","doi":"","title":"What You See is Not What You Get: Budgets versus Results in Canada’s Major Cities, 2019","year":2020,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxpayer; Revenue; Capital expenditure; Business; Quality (philosophy); Accounting; Finance; Economics","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":[0.01373957,0.0005525824,0.0006226532,0.004354653,0.005518368,0.01451491,0.001337123,0.001009747,0.007229368],"category_scores_gemma":[0.05806817,0.0003584794,0.0007214349,0.01339834,0.003468623,0.003672335,0.002990447,0.002084809,0.001228552],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1514841,"about_ca_system_score_gemma":0.1825557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919138,"about_ca_topic_score_gemma":0.9953016,"domain_scores_codex":[0.9831613,0.001635375,0.0006000519,0.0006428832,0.01039398,0.003566543],"domain_scores_gemma":[0.951354,0.005005904,0.002015791,0.0009376515,0.03271816,0.007968509],"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":[0.0009508792,0.0002409335,0.2210476,0.001519487,0.000363226,0.0002096379,0.008977016,0.002512122,0.0003443986,0.04839396,0.5316597,0.1837811],"study_design_scores_gemma":[0.0001456318,0.0002636585,0.6066015,0.002841486,0.0003972639,0.0001008085,0.03988951,0.002811894,0.001237534,0.005250393,0.3401812,0.0002791854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3163698,0.0245238,0.00165473,0.1460128,0.002020569,0.0004992035,0.06095178,0.0008035598,0.4471638],"genre_scores_gemma":[0.9354966,0.007320341,0.003492468,0.007316732,0.0001915657,0.0002243057,0.01675179,0.0004163164,0.02878997],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8485159,"threshold_uncertainty_score":0.9841582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415003021355014,"score_gpt":0.2763584280186854,"score_spread":0.234858125883184,"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."}}