{"id":"W3122488966","doi":"","title":"Controlling the Public Purse: The Fiscal Accountability of Canada’s Senior Governments","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":"Accountability; Transparency (behavior); Revenue; Taxpayer; Government (linguistics); Business; Audit; Stewardship (theology); Public administration; Finance; Fiscal year; Accounting; Economics; Economic policy; Political science; Politics; Law","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":[0.01028891,0.0004009685,0.0003984745,0.002990243,0.0268782,0.02149813,0.002275141,0.003132357,0.004817421],"category_scores_gemma":[0.02985528,0.0005118299,0.0003826753,0.005957597,0.008238447,0.004687456,0.004454721,0.006005462,0.0005501629],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2090327,"about_ca_system_score_gemma":0.4741465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957761,"about_ca_topic_score_gemma":0.9976633,"domain_scores_codex":[0.9813997,0.001311609,0.0003705667,0.0007579513,0.009850053,0.00631028],"domain_scores_gemma":[0.9549782,0.003383761,0.001722545,0.001098011,0.02359732,0.01522007],"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":[0.00008223265,0.00006316442,0.02773521,0.0001873334,0.00005528299,0.000306937,0.01297767,0.0007703318,0.0003477511,0.09622997,0.734108,0.1271361],"study_design_scores_gemma":[0.00002826688,0.00003480916,0.0674887,0.0005255298,0.00005665651,0.00009388683,0.02148733,0.001159822,0.0004320104,0.01362241,0.8948755,0.0001950714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07910094,0.01391632,0.001901789,0.6558304,0.003921632,0.0001372369,0.001750088,0.0003944297,0.2430472],"genre_scores_gemma":[0.8095245,0.0135177,0.003113744,0.06849915,0.001071655,0.00006125875,0.001122987,0.0002404448,0.1028485],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7909673,"threshold_uncertainty_score":0.91741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334098377018937,"score_gpt":0.2699656798128735,"score_spread":0.2466246960426841,"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."}}