{"id":"W3122486332","doi":"","title":"Numbers You can Trust? The Fiscal Accountability of Canada’s Senior Governments, 2017","year":2017,"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":"Accountability; Transparency (behavior); Revenue; Taxpayer; Government (linguistics); Audit; Treasury; Legislature; Business; Finance; Public administration; Accounting; Political science","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":[0.006604362,0.0007451113,0.0005367351,0.003102191,0.01817939,0.0170154,0.002210642,0.003810542,0.01725469],"category_scores_gemma":[0.02986288,0.0006425398,0.0003847703,0.005119741,0.005400686,0.004633482,0.00402363,0.006423061,0.002833011],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1623413,"about_ca_system_score_gemma":0.4498686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914967,"about_ca_topic_score_gemma":0.9962243,"domain_scores_codex":[0.9844445,0.0005507057,0.0003722673,0.0005166765,0.01006855,0.004047245],"domain_scores_gemma":[0.9540879,0.001588032,0.001050938,0.0007002929,0.02945177,0.01312108],"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":[0.00001122046,0.00001196368,0.002657701,0.0000641892,0.000005583168,0.00002951004,0.000559625,0.00004398602,0.00003834389,0.007585875,0.9590899,0.0299021],"study_design_scores_gemma":[0.000008916927,0.000008557336,0.014318,0.0004898502,0.00001067707,0.00003924525,0.002835428,0.0001584505,0.0001026349,0.00189242,0.9800847,0.00005101806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01285345,0.04213465,0.0006072561,0.7509304,0.01565973,0.0001283464,0.00550436,0.0003974649,0.1717843],"genre_scores_gemma":[0.3401445,0.1029066,0.003125835,0.1350354,0.008280533,0.0001829383,0.009922382,0.0006574861,0.3997444],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8376588,"threshold_uncertainty_score":0.9715654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719376340510892,"score_gpt":0.2976343145175665,"score_spread":0.2704405511124576,"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."}}