{"id":"W4390196259","doi":"10.18280/ijsse.130602","title":"Roadmap and Information System to Implement Information Technology Risk Management","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management information systems; Risk analysis (engineering); Risk management; Information system; Information management; Management information systems; Computer science; Knowledge management; Process management; Engineering; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004284079,0.00009133405,0.0001131847,0.00112222,0.00006161503,0.0002336246,0.0002104034,0.00004175532,0.00001136444],"category_scores_gemma":[0.00008596301,0.00008428032,0.00002425494,0.0004056889,0.000009183352,0.003612309,0.00026763,0.0001173424,0.00005547605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004543131,"about_ca_system_score_gemma":0.000005188042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002858869,"about_ca_topic_score_gemma":0.000002668745,"domain_scores_codex":[0.9991089,0.000002050225,0.0004305278,0.00005587053,0.0002831568,0.0001195193],"domain_scores_gemma":[0.9993789,0.00001499814,0.00023536,0.00006165958,0.0002918787,0.000017264],"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":[0.0003475907,0.00002303403,0.009189808,0.001067426,0.0003324106,0.00004793291,0.001110785,0.02192149,0.00003771746,0.6227888,0.002292329,0.3408406],"study_design_scores_gemma":[0.0007783398,0.0000222049,0.03301853,0.0004343438,0.00005251908,0.00009779538,0.002288927,0.0805648,0.00004549415,0.001018369,0.8814425,0.0002361304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7237149,0.0002055123,0.2548222,0.01039051,0.005147043,0.000656621,0.0001469339,0.000457211,0.004459151],"genre_scores_gemma":[0.9985104,0.0004283978,0.0005832346,0.0001825311,0.000250259,0.000003801806,0.00003420011,0.000004113027,0.000003083833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8791502,"threshold_uncertainty_score":0.3436852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008499502035222572,"score_gpt":0.2286012682580341,"score_spread":0.2201017662228116,"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."}}