{"id":"W4200454308","doi":"10.3390/electronics10243065","title":"A Review on Risk Management in Information Systems: Risk Policy, Control and Fraud Detection","year":2021,"lang":"en","type":"review","venue":"Electronics","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Risk management; Risk analysis (engineering); Vulnerability (computing); Business; Risk management information systems; Control (management); IT risk management; Business risks; Business continuity; IT risk; Risk assessment; Enterprise risk management; Process management; Information system; Computer science; Management information systems; Computer security; Engineering; Finance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001320654,0.0005391028,0.001355971,0.001209001,0.0002187613,0.0004813602,0.0003405809,0.0002134965,0.00001320763],"category_scores_gemma":[0.0002412476,0.0004399825,0.0002813979,0.001632789,0.00002846445,0.0007411175,0.0001859156,0.000793108,0.0002880659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512157,"about_ca_system_score_gemma":0.00009448393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005724876,"about_ca_topic_score_gemma":0.0002281206,"domain_scores_codex":[0.9973569,0.000166047,0.0009562646,0.0004904357,0.0004148183,0.0006155156],"domain_scores_gemma":[0.9980044,0.0001024919,0.001218636,0.0005698036,0.00008306724,0.00002160299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006028877,0.00003340492,0.00001606006,0.04551737,0.000184349,0.000008420385,0.000005483774,0.00007875077,2.612871e-9,0.006276771,0.001763592,0.9461098],"study_design_scores_gemma":[0.0004802789,0.00002869233,0.00001698754,0.0258439,0.001489824,0.000005105489,0.00005675318,0.0006770008,1.86668e-8,0.0002061662,0.9707788,0.0004165129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005255022,0.9922855,0.0004021959,0.00006688952,0.0002868512,0.002977063,0.00001542126,0.00008889705,0.00387185],"genre_scores_gemma":[0.00008592475,0.9971071,0.00001180526,0.001324225,0.0005082568,0.0006797211,0.0001406006,0.00004315695,0.00009920279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9690152,"threshold_uncertainty_score":0.9998052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009052096728102399,"score_gpt":0.2607157117643651,"score_spread":0.2516636150362627,"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."}}