{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002632806,0.0002577087,0.0003160843,0.00007339519,0.0005222208,0.0004124724,0.0007511246,0.0001166121,0.0002401951],"category_scores_gemma":[0.0001701771,0.0003043957,0.00008426711,0.0003952456,0.0003489666,0.002926308,0.0001688914,0.0003787937,0.00007606923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435457,"about_ca_system_score_gemma":0.003475262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943075,"about_ca_topic_score_gemma":0.9989684,"domain_scores_codex":[0.9975576,0.0001134659,0.000422203,0.0004992639,0.0006270111,0.0007804396],"domain_scores_gemma":[0.9986804,0.0001400577,0.0001669048,0.0003746329,0.00004568192,0.0005923249],"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":[0.0003886668,0.00001970094,0.0003655626,0.00001683199,0.00004073912,0.0002372104,0.02114066,0.00002729621,0.000007265005,0.0008942689,0.96466,0.01220181],"study_design_scores_gemma":[0.002225481,0.00005074142,0.001598093,0.0001517959,0.00001842035,0.000001288568,0.01470648,0.00002543415,0.0001646039,0.00005981371,0.9806329,0.0003649394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1083491,0.003081094,0.000002027299,0.8731955,0.007680394,0.0004538729,0.002058913,0.00004201584,0.005137123],"genre_scores_gemma":[0.5153407,0.01273753,0.00007549664,0.4653994,0.001848281,0.00002829466,0.0002949364,0.00003681062,0.004238518],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.407796,"threshold_uncertainty_score":0.9999408,"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."}}