{"id":"W6947890647","doi":"10.4224/21274880","title":"National Research Council Canada audit of the financial management control framework: IT purchases, internal audit, NRC","year":2012,"lang":"en","type":"report","venue":"","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Control (management); Chief audit executive; Financial management; Compliance (psychology); Internal audit; Financial Audit; Information technology audit","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":[0.05255703,0.0007468865,0.001014682,0.007391632,0.00649295,0.01092908,0.003408077,0.004293042,0.005500625],"category_scores_gemma":[0.1444851,0.00148356,0.0004814094,0.01051529,0.002418964,0.002267237,0.001793817,0.006735263,0.002997779],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06622958,"about_ca_system_score_gemma":0.3678903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9188802,"about_ca_topic_score_gemma":0.9047202,"domain_scores_codex":[0.8695994,0.007633538,0.006116863,0.002101981,0.1069499,0.007598253],"domain_scores_gemma":[0.615111,0.01901704,0.01184288,0.01211262,0.3294728,0.01244363],"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":[0.0002127589,0.0003135576,0.01592118,0.0003748354,0.00003400496,0.0002984469,0.0009813285,0.00124049,0.001347786,0.0110842,0.921015,0.0471765],"study_design_scores_gemma":[0.0001069974,0.0001299327,0.1179318,0.0004953798,0.00004361249,0.0001655,0.001410415,0.003079915,0.002854117,0.0008347367,0.8727114,0.0002361055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09508527,0.007533466,0.01467326,0.183892,0.01238928,0.01780532,0.1213112,0.007354905,0.5399553],"genre_scores_gemma":[0.2282064,0.005417116,0.04512271,0.03639683,0.00130445,0.004473982,0.04996483,0.002125494,0.6269881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9337704,"threshold_uncertainty_score":0.4805315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08302952970532713,"score_gpt":0.3084592283241901,"score_spread":0.225429698618863,"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."}}