{"id":"W4409262508","doi":"10.4018/979-8-3693-6135-1.ch005","title":"Cybersecurity-Enhanced Business Intelligence","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in information security, privacy, and ethics book series","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mohawk College","funders":"","keywords":"Business intelligence; Computer security; Business; Computer science; Knowledge management","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":[0.0005292822,0.0004246042,0.0002084442,0.001381132,0.000392457,0.004347723,0.0006521225,0.0006852369,0.01167992],"category_scores_gemma":[0.001027076,0.0002194004,0.0003341167,0.002162903,0.001181935,0.00558268,0.002128928,0.001421682,0.004109383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008323106,"about_ca_system_score_gemma":0.0007170714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004645194,"about_ca_topic_score_gemma":0.0006377098,"domain_scores_codex":[0.999642,0.00008279178,0.00001575713,0.00004701914,0.0001804712,0.00003196943],"domain_scores_gemma":[0.9994451,0.0002118151,0.00004159406,0.0001531,0.00009590234,0.00005246447],"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":[0.00002509634,0.00008256867,0.0005097858,0.0003225147,0.00001740048,0.0002019013,0.0006745483,0.003047266,0.002846338,0.5913989,0.05130039,0.3495732],"study_design_scores_gemma":[0.000005373426,0.00003148076,0.0008108262,0.0003245664,0.000009383717,0.0004339701,0.0003628303,0.006479503,0.003443799,0.2252912,0.7627924,0.00001467143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01447135,0.02041007,0.09432019,0.007419486,0.001090433,0.00008041307,0.0003146303,0.0009369011,0.8609567],"genre_scores_gemma":[0.3440892,0.05245066,0.1337959,0.003351614,0.001134101,0.0001379801,0.002022365,0.0004229493,0.4625953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01167992,"threshold_uncertainty_score":0.03907323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473101337694175,"score_gpt":0.2974925219724187,"score_spread":0.262761508595477,"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."}}