{"id":"W2808156704","doi":"10.1007/978-1-4842-3627-7_16","title":"Vulnerability Management Operations","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Vulnerability (computing); Computer science; Business; Computer security","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":[0.001091796,0.0007322668,0.0004174779,0.001675599,0.001437935,0.00423288,0.001265915,0.0008764126,0.069262],"category_scores_gemma":[0.004660509,0.0003514163,0.0005193615,0.001567334,0.001005305,0.006920499,0.002850521,0.002162987,0.0246634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268734,"about_ca_system_score_gemma":0.001980108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041787,"about_ca_topic_score_gemma":0.001317483,"domain_scores_codex":[0.9989561,0.0001204325,0.00004978854,0.0001616779,0.0005465536,0.0001653683],"domain_scores_gemma":[0.9983366,0.0003762041,0.0001291635,0.0005065312,0.000483093,0.0001685405],"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":[0.00005384053,0.00009058997,0.0007851368,0.0001389807,0.0000126088,0.0001814332,0.001169653,0.001381301,0.003347124,0.2603911,0.3237957,0.4086526],"study_design_scores_gemma":[0.000009232858,0.00004716958,0.0008564166,0.0001741093,0.00001284188,0.0005218106,0.0006735827,0.00363892,0.003995755,0.1038564,0.8861767,0.00003713837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01259489,0.002242977,0.1380592,0.007626785,0.001150301,0.000395279,0.00151653,0.009693688,0.8267204],"genre_scores_gemma":[0.2016654,0.006518626,0.1079928,0.002331184,0.0009550327,0.0005025077,0.00401888,0.003400148,0.6726153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.069262,"threshold_uncertainty_score":0.2317045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195230846683412,"score_gpt":0.2485248216611368,"score_spread":0.2265725131943027,"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."}}