{"id":"W7134115333","doi":"10.56251/iiso7329","title":"Karen Hogan Appointed Auditor General of Canada","year":2020,"lang":"","type":"article","venue":"International journal of government auditing","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005732605,0.0002267788,0.0004552267,0.00004139313,0.0001663734,0.0001068309,0.001252395,0.00009212249,0.001297129],"category_scores_gemma":[0.002758426,0.0002464252,0.0002970652,0.0002402695,0.0001836759,0.0004229692,0.000160954,0.0004307567,0.000005786861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00284988,"about_ca_system_score_gemma":0.003545624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4092298,"about_ca_topic_score_gemma":0.4735097,"domain_scores_codex":[0.9935666,0.0001515258,0.001289201,0.0002233479,0.004335675,0.0004336144],"domain_scores_gemma":[0.9945964,0.0003047134,0.003823723,0.00009703057,0.0005959066,0.0005822881],"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":[0.000535302,0.0001262955,0.004368494,0.00006361723,0.001324101,0.0007358008,0.01024813,0.002085641,0.004578937,0.009838623,0.9575849,0.008510134],"study_design_scores_gemma":[0.001943645,0.0003105065,0.01058458,0.0006417675,0.0001198872,0.00005269177,0.005344361,0.001640629,0.007701343,0.0002526354,0.970939,0.0004689246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6537166,0.000718987,0.0009626687,0.2892739,0.01362133,0.0002862634,0.005397096,0.00001004031,0.03601318],"genre_scores_gemma":[0.9791578,0.0002367376,0.0002911409,0.005935993,0.01217821,8.601954e-7,0.000002199748,0.00002053781,0.002176526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3254412,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281200410139829,"score_gpt":0.2480116305173361,"score_spread":0.2351996264159378,"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."}}