{"id":"W2128413331","doi":"10.1145/2576757","title":"Risk Mitigation Decisions for IT Security","year":2014,"lang":"en","type":"article","venue":"ACM Transactions on Management Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Heuristics; Workflow; Risk analysis (engineering); Computer science; Risk management; Control (management); IT risk management; Information flow; Security controls; Reduction (mathematics); Set (abstract data type); Quality (philosophy); Risk assessment; Computer security; Business; Finance; Mathematics","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":[0.004341807,0.0009474579,0.0004902815,0.001422868,0.00160917,0.005432346,0.001041523,0.001990573,0.006554813],"category_scores_gemma":[0.01119293,0.0004461691,0.0005940991,0.001004681,0.001858982,0.004867902,0.002272306,0.0026236,0.0006212496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003227438,"about_ca_system_score_gemma":0.007330158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003560976,"about_ca_topic_score_gemma":0.004905901,"domain_scores_codex":[0.9963921,0.00174886,0.00011675,0.0003131319,0.0009709543,0.0004582826],"domain_scores_gemma":[0.9963057,0.00175326,0.0006623872,0.0003186129,0.0005934119,0.0003666449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000140755,0.0002056014,0.004463637,0.0002350318,0.0001175571,0.0002881179,0.0008134734,0.3655651,0.003028546,0.475994,0.007022732,0.1421255],"study_design_scores_gemma":[0.00003952414,0.0002023791,0.001793898,0.0002504883,0.00006395439,0.0001359811,0.002070584,0.2642539,0.002613702,0.7049269,0.02358373,0.00006506258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1447493,0.003261097,0.7279109,0.01995431,0.0003090096,0.0004217019,0.000210117,0.0004165005,0.1027671],"genre_scores_gemma":[0.9050086,0.001328846,0.08684847,0.0003262105,0.00007843392,0.0001156398,0.0000746779,0.00004992872,0.006169135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006554813,"threshold_uncertainty_score":0.02341682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315349258936683,"score_gpt":0.2410700926146391,"score_spread":0.2279166000252723,"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."}}