{"id":"W4246942317","doi":"10.4018/978-1-59140-911-3.ch014","title":"Software Security Engineering","year":2006,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Software security assurance; Social software engineering; Software Engineering Process Group; Security engineering; Software development; Software engineering; Computer science; Software construction; Software system; Software requirements; Software development process; Engineering; Systems engineering; Software; Computer security; Information security; Security service; Operating system","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":[0.0001416586,0.0004775546,0.0003738403,0.00008860024,0.00006329052,0.0002503796,0.001151319,0.0004569094,0.0000115821],"category_scores_gemma":[0.00005030481,0.0005180034,0.0002123341,0.00003272241,0.0000227684,0.0001850819,0.0004629647,0.000488752,0.00009004222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044609,"about_ca_system_score_gemma":0.00009785222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007496709,"about_ca_topic_score_gemma":0.000007194779,"domain_scores_codex":[0.9983183,0.000007497255,0.0003165321,0.0005848861,0.0003984978,0.0003742614],"domain_scores_gemma":[0.9985259,0.0001171627,0.0001740691,0.0009643716,0.00008391374,0.0001346263],"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":[0.000001602009,0.000003944653,0.000005951803,0.00004742158,0.00003261241,0.0001228551,0.00001277217,0.0001419407,0.000001239755,0.9808109,0.0142956,0.004523149],"study_design_scores_gemma":[0.0001152535,0.00006708731,0.00002274458,0.0002237221,0.00003458657,0.0001480618,1.624083e-7,0.001708608,0.00006532286,0.4461291,0.5506439,0.0008414904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.000004825426,0.0004993138,0.4618593,0.00003267729,0.0006018625,0.0001571555,0.00003870294,0.002643895,0.5341623],"genre_scores_gemma":[0.056771,0.00003489535,0.8282266,0.0009276277,0.002051234,0.0001009984,0.00002627332,0.000326074,0.1115353],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5363482,"threshold_uncertainty_score":0.9997271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031645399287968,"score_gpt":0.223193646066635,"score_spread":0.2128771920737553,"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."}}