{"id":"W2919434419","doi":"10.5555/3291291.3291319","title":"A DevOps framework for quality-driven self-protection in web software systems","year":2018,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada); Polytechnique Montréal; University of Waterloo; York University","funders":"","keywords":"DevOps; Computer science; Software security assurance; Computer security; Adaptation (eye); Security testing; Security service; Application security; Risk analysis (engineering); Security information and event management; Cloud computing security; Software engineering; Cloud computing; Information security; Software deployment; Business","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":[0.001863973,0.0003781703,0.0005121796,0.0005861406,0.0002547777,0.0002621897,0.001298844,0.00049214,0.000001961779],"category_scores_gemma":[0.00417636,0.0003986297,0.0001467458,0.001144283,0.00008409163,0.0007037257,0.0003900889,0.000564079,0.00001424999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007703107,"about_ca_system_score_gemma":0.0002545998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160248,"about_ca_topic_score_gemma":0.000632807,"domain_scores_codex":[0.996931,0.0004012457,0.0006448326,0.0007669874,0.0003558426,0.0009001257],"domain_scores_gemma":[0.9965581,0.001334462,0.0002914999,0.001358824,0.0002639346,0.0001931212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002159111,0.0004519005,0.01514513,0.000596071,0.0001481396,0.00006062995,0.00330226,0.2206093,0.009547511,0.6661413,0.0008195984,0.08296228],"study_design_scores_gemma":[0.0009800297,0.000679405,0.01202007,0.0004005798,0.00001989304,0.0001195221,0.0001664393,0.8341303,0.00738057,0.1374538,0.0053632,0.001286172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01197064,0.0005522613,0.9797674,0.0008598522,0.0007662503,0.001447462,0.00001979558,0.004602786,0.00001354012],"genre_scores_gemma":[0.1766822,0.00003770852,0.8209266,0.0003642097,0.0002652601,0.001601703,0.000003253128,0.00005696401,0.00006204637],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6135211,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630240913585833,"score_gpt":0.2989668518448124,"score_spread":0.2626644427089541,"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."}}