{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00537433,0.0001166323,0.00009946592,0.0001705926,0.000505706,0.0003116566,0.0005925948,0.00009137666,0.000008706991],"category_scores_gemma":[0.0002455452,0.0001054017,0.00008567635,0.0001924465,0.00001598768,0.005218248,0.00006634587,0.001260142,0.00004006736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532155,"about_ca_system_score_gemma":0.002218868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003635753,"about_ca_topic_score_gemma":0.0001173905,"domain_scores_codex":[0.9978285,0.00002506958,0.0004120489,0.0000941864,0.0005655573,0.0010746],"domain_scores_gemma":[0.9987226,0.00004796462,0.0003096121,0.0002453008,0.0006012031,0.00007328763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001882771,0.0000158691,0.00003733541,0.000005315364,0.00001010059,1.941877e-8,0.002447919,0.002623831,0.00004394314,0.5607041,0.0001640071,0.4339288],"study_design_scores_gemma":[0.0006058968,0.00005844951,0.0001336634,0.000006294992,0.000006001573,0.00008834575,0.0001517502,0.7384977,0.0001209641,0.2592362,0.0009928946,0.0001018586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2781925,0.00002295504,0.7198405,0.0003272028,0.0004054188,0.0002169822,0.00000138409,0.00004747633,0.0009455926],"genre_scores_gemma":[0.989862,0.00009890371,0.009592052,0.0002548216,0.0001229417,0.00002722154,0.00001017823,0.000004445884,0.00002739506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7358739,"threshold_uncertainty_score":0.5474759,"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."}}