{"id":"W4409990126","doi":"10.63471/jitmbh24003","title":"Intelligence-driven Risk Management in Information Security Systems","year":2024,"lang":"en","type":"article","venue":"Journal of Information Technology Management and Business Horizons","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"","keywords":"Information security management; Risk management; Security management; Information security; Computer science; Computer security; Business; Risk analysis (engineering); Security information and event management; Knowledge management; Cloud computing security; Cloud computing","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":[0.009002131,0.001506806,0.001386249,0.001965311,0.001509844,0.005937936,0.001838958,0.002528348,0.002225683],"category_scores_gemma":[0.01879984,0.0008746315,0.001242878,0.001822724,0.004228844,0.005032187,0.003768089,0.002769169,0.0002501147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003732953,"about_ca_system_score_gemma":0.004626689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677195,"about_ca_topic_score_gemma":0.003768167,"domain_scores_codex":[0.9916384,0.004947575,0.000429846,0.0008484362,0.001726873,0.0004090223],"domain_scores_gemma":[0.9859161,0.01071929,0.001368869,0.000486305,0.00114582,0.0003635962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003868732,0.00006184993,0.001091992,0.0001593868,0.000101426,0.0001679449,0.0004070639,0.6982965,0.0004847226,0.276984,0.0007345772,0.02147186],"study_design_scores_gemma":[0.00001484772,0.00003681669,0.0002092526,0.00004931421,0.00002116099,0.00003460594,0.0001532387,0.6982884,0.0003059104,0.2991132,0.001746882,0.00002634914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02539815,0.001476382,0.9582787,0.003317023,0.000104744,0.0001894063,0.00008884766,0.0001305478,0.01101622],"genre_scores_gemma":[0.7941108,0.001873693,0.1994954,0.0003156931,0.000201373,0.0004025691,0.0001196972,0.0000591254,0.00342155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009002131,"threshold_uncertainty_score":0.04760838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005288213097945693,"score_gpt":0.2155564251924555,"score_spread":0.2102682120945099,"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."}}