{"id":"W2888915331","doi":"","title":"Security in the Software Development Lifecycle","year":2018,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; System lifecycle; Software development process; Software development; Application lifecycle management; Software engineering; Software; Systems engineering; Engineering; 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":[0.005533467,0.0003570554,0.0002406665,0.002024323,0.002518449,0.00785703,0.0005320797,0.001718858,0.003927606],"category_scores_gemma":[0.02140139,0.0006913221,0.0003896252,0.001450557,0.005800472,0.01271177,0.004010935,0.0032438,0.001188028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003131281,"about_ca_system_score_gemma":0.007929459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194363,"about_ca_topic_score_gemma":0.004093107,"domain_scores_codex":[0.9943909,0.002797838,0.0003244223,0.0003758357,0.001488178,0.0006228584],"domain_scores_gemma":[0.9823439,0.01055428,0.001441006,0.001800876,0.002558764,0.001301212],"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":[0.00008130615,0.0001367029,0.0169775,0.0001802905,0.00001513472,0.0005397332,0.00929072,0.003007159,0.001461877,0.8077506,0.006177747,0.1543813],"study_design_scores_gemma":[0.00003278879,0.0001403156,0.007621135,0.0008495396,0.00003789506,0.0009643066,0.009929455,0.01322506,0.00346087,0.814949,0.1487446,0.00004505746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3567259,0.01564076,0.2674116,0.05353864,0.0004694623,0.0003000696,0.0002765791,0.000842599,0.3047945],"genre_scores_gemma":[0.9493668,0.004023285,0.0325929,0.0005196266,0.00008127948,0.00007062525,0.0001258705,0.0001247824,0.01309479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00785703,"threshold_uncertainty_score":0.02926415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198051906942877,"score_gpt":0.2361918163050569,"score_spread":0.2242112972356281,"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."}}