{"id":"W4386875494","doi":"10.48550/arxiv.2309.09291","title":"OSmosis: No more Déjà vu in OS isolation","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Isolation (microbiology); Computer science; Abstraction; Attack surface; Distributed computing; Operating system; Embedded system; Resource (disambiguation); Software; Software engineering; Computer network","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":[0.009527843,0.001045712,0.001272505,0.001066384,0.002763927,0.007542771,0.0033956,0.00371117,0.01014449],"category_scores_gemma":[0.02749354,0.001305037,0.001693064,0.0006452725,0.009236311,0.02748286,0.01312997,0.01091903,0.004235735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457783,"about_ca_system_score_gemma":0.003988901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694861,"about_ca_topic_score_gemma":0.00230719,"domain_scores_codex":[0.990231,0.002835298,0.0005143409,0.001374468,0.003877707,0.001167343],"domain_scores_gemma":[0.9772227,0.004371093,0.001169081,0.01373624,0.002184854,0.001315998],"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":[0.0004619008,0.0001554814,0.002763218,0.0004430617,0.00009929013,0.0003971624,0.002902692,0.004713039,0.007573139,0.8165392,0.05506782,0.1088841],"study_design_scores_gemma":[0.00009931513,0.00016212,0.0004778291,0.0005263216,0.0001023863,0.0006850261,0.0008629821,0.01728404,0.01047138,0.4783956,0.4907898,0.0001432484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.027591,0.003700772,0.8302261,0.04389679,0.006602598,0.0002071257,0.000350829,0.01930416,0.06812061],"genre_scores_gemma":[0.4901578,0.003147912,0.407997,0.02161106,0.002663272,0.0004801584,0.0005761707,0.01204105,0.06132558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01014449,"threshold_uncertainty_score":0.05038869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230205952717085,"score_gpt":0.2155823668570457,"score_spread":0.09256177158533714,"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."}}