{"id":"W2939132685","doi":"","title":"The Numbers Game: Rating the Fiscal Accountability of Canada’s Senior Governments","year":2018,"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":"Legislature; Audit; Fiscal year; Accountability; Government (linguistics); Accounting; Fund accounting; Business; Public administration; Finance; Political science; Economics; Accounting information system; Financial accounting; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007185829,0.0001046937,0.0001142116,0.000006839718,0.001881969,0.00006817558,0.0006497095,0.00004151984,0.00009021067],"category_scores_gemma":[0.0003079757,0.00007138806,0.0000537143,0.0001676168,0.001612081,0.0002417754,0.0001111179,0.000164942,0.000004531293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009920873,"about_ca_system_score_gemma":0.001171362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9773946,"about_ca_topic_score_gemma":0.9989568,"domain_scores_codex":[0.9984655,0.0001256734,0.0002334677,0.0001573093,0.0006002781,0.0004177653],"domain_scores_gemma":[0.9989835,0.0002967472,0.0001661404,0.0003705479,0.00005319915,0.0001298696],"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":[0.00002859157,0.00001991636,0.01034953,0.000005028998,0.00003487136,0.000003248595,0.005370779,0.000003034041,0.00002708831,0.005983746,0.971226,0.006948194],"study_design_scores_gemma":[0.0001672153,0.00001370213,0.01861844,0.00001811359,0.00001009956,0.000001146405,0.00341716,0.00001128075,0.0003218558,0.00028661,0.9770437,0.00009062306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6297793,0.0001651387,0.00002169138,0.3121592,0.002733824,0.0004898562,0.0004196651,0.00001872996,0.05421261],"genre_scores_gemma":[0.9743485,0.00004297706,0.00002589206,0.02334737,0.000748206,0.00001149897,0.000003586088,0.000006047074,0.001465922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3445692,"threshold_uncertainty_score":0.9994174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726689595249576,"score_gpt":0.2882331623134929,"score_spread":0.2709662663609971,"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."}}