{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007470557,0.00009174459,0.00008902697,0.0001266153,0.0003420959,0.0001079087,0.0001325485,0.00006001652,0.0002165105],"category_scores_gemma":[0.0000205006,0.0000815079,0.00003106661,0.00009510272,0.00003159885,0.002315538,0.00005140198,0.000692928,0.0004417377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201362,"about_ca_system_score_gemma":0.00008002493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008541124,"about_ca_topic_score_gemma":0.0001329735,"domain_scores_codex":[0.9985453,0.000005221944,0.0001939186,0.00005621003,0.0001025256,0.001096796],"domain_scores_gemma":[0.9996317,0.000009108224,0.0002150788,0.00007985854,0.00005275715,0.00001151678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007704747,0.0000405076,0.03994515,0.00000606933,0.00004322191,1.725645e-7,0.00003816809,5.046981e-7,0.00001504933,0.9167919,0.01170877,0.03140278],"study_design_scores_gemma":[0.001345896,0.00004470183,0.01898683,0.00002313457,0.00007266689,0.000222876,0.004314635,0.0002194728,0.00004071223,0.2939067,0.6804534,0.0003689549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706413,0.003104983,0.007636906,0.03351614,0.001486227,0.0003228404,0.000004484217,0.0002598209,0.08302734],"genre_scores_gemma":[0.9955156,0.001201112,0.00004406816,0.001797511,0.0005430075,0.000004202354,0.00001144452,0.000008998996,0.0008740529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6687446,"threshold_uncertainty_score":0.5677791,"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."}}