{"id":"W4256682879","doi":"10.2139/ssrn.1534192","title":"Information Security Auditing - A Decision Model for Performance Evaluation","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Audit; Information security audit; Information security; Business; Decision model; Computer science; Computer security; Standard of Good Practice; Accounting; Security service; Machine learning","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":[0.01424454,0.002297672,0.003771918,0.002462354,0.001050427,0.006550995,0.003183729,0.004150599,0.009483411],"category_scores_gemma":[0.02340911,0.001243226,0.001801958,0.002870106,0.002129289,0.005997168,0.001701935,0.003407946,0.001285839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00613067,"about_ca_system_score_gemma":0.00531729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458712,"about_ca_topic_score_gemma":0.01062109,"domain_scores_codex":[0.9908854,0.005356769,0.0003512989,0.001129242,0.001151695,0.001125524],"domain_scores_gemma":[0.9805444,0.01505749,0.001355353,0.0006189853,0.001704754,0.0007191566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001942657,0.0001411886,0.001239455,0.00008056479,0.00007447636,0.00006011726,0.00006729637,0.9277251,0.0002001218,0.05694966,0.000993922,0.01227378],"study_design_scores_gemma":[0.00002102117,0.00004118325,0.00020193,0.00001257459,0.00002277339,0.00001099068,0.00001634891,0.9840581,0.00006674821,0.01533452,0.0002013245,0.00001252263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08486269,0.0006326081,0.8900015,0.003143604,0.0001494286,0.0005574776,0.001129618,0.0006377636,0.01888527],"genre_scores_gemma":[0.9254279,0.0005455758,0.06338505,0.0001764093,0.0001122053,0.0004328302,0.0004581756,0.00006395156,0.009397901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01458712,"threshold_uncertainty_score":0.07533324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009089328571053141,"score_gpt":0.258291440913512,"score_spread":0.2492021123424588,"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."}}