{"id":"W2288197668","doi":"10.5281/zenodo.3264473","title":"Challenges in evaluating complex IT security management systems","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Usability; Computer science; Heuristic evaluation; Usability goals; Cognitive walkthrough; IT service management; Usability inspection; Usability engineering; Usability lab; Information Technology Infrastructure Library; Knowledge management; Human–computer interaction; Information technology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002218625,0.0001138426,0.0001268381,0.0001926202,0.0006953427,0.0008913474,0.001970946,0.00005339982,0.001235059],"category_scores_gemma":[0.0002495108,0.0001216362,0.00002980122,0.0003875786,0.00007306606,0.0003849204,0.001567407,0.0003446471,0.002931169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007863535,"about_ca_system_score_gemma":0.000002226021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001651049,"about_ca_topic_score_gemma":0.000003646539,"domain_scores_codex":[0.9980186,0.0004784366,0.0002600496,0.0005056277,0.0004131316,0.000324212],"domain_scores_gemma":[0.9987262,0.00003820096,0.00007175651,0.0007713547,0.000286255,0.0001062341],"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":[0.00004896285,0.0006150288,0.00001320094,0.0004989047,0.00006290402,0.00005272515,0.01461719,0.0005560807,0.008374166,0.3526372,0.05832358,0.5642],"study_design_scores_gemma":[0.0004903885,0.000207246,0.00179584,0.00005186916,0.000004482302,0.00007742831,0.0008501595,0.06511043,0.000164272,0.001874515,0.9291568,0.0002165519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1040533,0.0002755702,0.05906469,0.01330905,0.001106326,0.002267908,0.00005213253,0.002567962,0.8173031],"genre_scores_gemma":[0.9972181,0.00006515029,0.002088591,0.00008810106,0.00005677469,1.104658e-7,0.00004612585,0.0002455052,0.0001915919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8931648,"threshold_uncertainty_score":0.999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1916802346376241,"score_gpt":0.3231622592335905,"score_spread":0.1314820245959664,"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."}}