{"id":"W2145150838","doi":"10.1109/dsn.2013.6575312","title":"Seamless kernel updates","year":2013,"lang":"en","type":"article","venue":"","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reboot; Computer science; Kernel (algebra); Overhead (engineering); Operating system; Linux kernel; State (computer science); Installation; System call; Distributed computing; Rootkit; Malware; Programming language","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":[0.001805885,0.001199007,0.0008932882,0.0008026919,0.0006900612,0.001929261,0.002600292,0.00105278,0.008633494],"category_scores_gemma":[0.02054491,0.0008902123,0.0006914008,0.0004291207,0.0006871079,0.003671977,0.00370705,0.002452519,0.003971436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251757,"about_ca_system_score_gemma":0.0008458626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267389,"about_ca_topic_score_gemma":0.0009580572,"domain_scores_codex":[0.9959161,0.0004834708,0.000368285,0.000985358,0.001554237,0.0006926486],"domain_scores_gemma":[0.980915,0.002007796,0.0009728511,0.01289557,0.002462695,0.0007459972],"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":[0.003774526,0.001593585,0.03715603,0.0007853706,0.0003052636,0.001772875,0.002265601,0.03151029,0.1738691,0.025198,0.04088362,0.6808859],"study_design_scores_gemma":[0.0007298994,0.001970789,0.03808261,0.0002255216,0.0005391599,0.003127806,0.0007532728,0.3782113,0.3094272,0.02473283,0.2418842,0.000315408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3737641,0.00111655,0.4200004,0.0005101158,0.0009805759,0.001019701,0.00125296,0.1697614,0.03159422],"genre_scores_gemma":[0.9065331,0.0002206907,0.07503306,0.0003887753,0.0001229115,0.0001751044,0.001473592,0.004717316,0.01133549],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008633494,"threshold_uncertainty_score":0.02888191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353003289020902,"score_gpt":0.2269042649931728,"score_spread":0.2133742321029638,"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."}}