{"id":"W4252878942","doi":"10.4018/9781591409113.ch014","title":"Software Security Engineering","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Software security assurance; Social software engineering; Security engineering; Software Engineering Process Group; Software engineering; Software development; Computer science; Software requirements; Software construction; Software system; Software development process; Engineering; Software; Systems engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001975236,0.001973863,0.0007740168,0.003026215,0.001568168,0.004741155,0.001965439,0.002642818,0.02601025],"category_scores_gemma":[0.005095243,0.001107649,0.001263221,0.002820355,0.00224022,0.006310296,0.002979866,0.003985509,0.02793725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768208,"about_ca_system_score_gemma":0.002933594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000928541,"about_ca_topic_score_gemma":0.001080122,"domain_scores_codex":[0.996944,0.0005835062,0.0002613494,0.000382883,0.001678825,0.0001494291],"domain_scores_gemma":[0.9971162,0.001174909,0.0001356739,0.0006949778,0.0007716481,0.0001066532],"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":[0.00001278003,0.00006798178,0.000262093,0.001226281,0.00004521434,0.0002518742,0.001176036,0.003235523,0.002712745,0.4109326,0.09945691,0.4806199],"study_design_scores_gemma":[0.00000476603,0.00002082483,0.0001202573,0.0006867283,0.00001040393,0.0005794782,0.0001336982,0.002024031,0.001173053,0.1351109,0.8601184,0.00001743797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.003181008,0.05163991,0.4765278,0.008109895,0.002216689,0.0004992708,0.0006964242,0.004169752,0.4529593],"genre_scores_gemma":[0.05368992,0.1111711,0.4035649,0.004118707,0.001645202,0.000799892,0.002791426,0.002714418,0.4195046],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02601025,"threshold_uncertainty_score":0.08701295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731367602323314,"score_gpt":0.2270129131656834,"score_spread":0.2096992371424502,"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."}}