{"id":"W264610458","doi":"10.2139/ssrn.2025376","title":"COSO 2011 Draft - Comments and Recommendations","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02708798,0.001330353,0.001587286,0.005356265,0.007115154,0.01516798,0.004263444,0.02548973,0.1096805],"category_scores_gemma":[0.1932309,0.001212075,0.002023166,0.008760693,0.002425965,0.01164424,0.004724854,0.02161738,0.06213254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01667637,"about_ca_system_score_gemma":0.03556366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1619253,"about_ca_topic_score_gemma":0.1619103,"domain_scores_codex":[0.9792773,0.004295074,0.002463602,0.00147489,0.009817599,0.002671382],"domain_scores_gemma":[0.816888,0.04437565,0.005359862,0.006847512,0.1206314,0.005897539],"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":[0.00004454478,0.00001155704,0.0002095778,0.000100323,0.000005235522,0.00005606473,0.0001361422,0.00003245056,0.00004013937,0.002223987,0.995746,0.001393911],"study_design_scores_gemma":[0.00007070499,0.00001480434,0.003709131,0.0008842639,0.00005845488,0.00004967184,0.001141861,0.000251867,0.0003464717,0.003296013,0.9900705,0.0001062981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001307461,0.002584642,0.0007873847,0.8354683,0.08384818,0.0003012395,0.00802018,0.0003784982,0.06730413],"genre_scores_gemma":[0.01891978,0.003836617,0.003327,0.7088648,0.02960486,0.001080182,0.006341878,0.001164449,0.2268604],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1619253,"threshold_uncertainty_score":0.3669177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009239099394948611,"score_gpt":0.2241692291968727,"score_spread":0.2149301298019241,"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."}}