{"id":"W4401638928","doi":"10.3390/electronics13163257","title":"Assessing the Effectiveness of Cyber Domain Controls When Conducting Cybersecurity Audits: Insights from Higher Education Institutions in Canada","year":2024,"lang":"en","type":"article","venue":"Electronics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Computer security; Domain (mathematical analysis); Business; Cyber threats; Computer science; Knowledge management; Accounting; Mathematics","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":[0.008530305,0.0004455577,0.0005402428,0.003138413,0.009903018,0.005775869,0.001633434,0.0006010687,0.001459348],"category_scores_gemma":[0.0293165,0.0004785711,0.0004666054,0.005987576,0.003961147,0.001556354,0.003509006,0.001644821,0.0001959426],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1513546,"about_ca_system_score_gemma":0.259312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926482,"about_ca_topic_score_gemma":0.9965647,"domain_scores_codex":[0.990666,0.001477788,0.0003934333,0.0005165942,0.003931507,0.003014711],"domain_scores_gemma":[0.9438029,0.008503526,0.006315054,0.001551035,0.03116772,0.008659656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219973,0.0002877027,0.8883135,0.0002367169,0.00006139298,0.0004385161,0.03896372,0.002319299,0.0009577164,0.003134602,0.003105319,0.06195959],"study_design_scores_gemma":[0.00001925937,0.0001501643,0.8530447,0.0002810689,0.00006579205,0.0001071379,0.128088,0.004730329,0.001306489,0.0005969403,0.01149606,0.0001141067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906436,0.0002865904,0.001019324,0.001403491,0.0000166758,0.0001706124,0.0002689491,0.0000297583,0.006161104],"genre_scores_gemma":[0.9972584,0.0002414824,0.0008783856,0.0001580796,0.00000211525,0.00001628775,0.0001075719,0.000008420286,0.0013291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513546,"threshold_uncertainty_score":0.9843084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855362551122076,"score_gpt":0.2759421695196541,"score_spread":0.2573885440084334,"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."}}