{"id":"W4287577078","doi":"10.1007/978-3-031-02063-6_11","title":"Application-Aware Reliability and Security: The Trusted Illiac Experience","year":2022,"lang":"en","type":"book-chapter","venue":"Springer series in reliability engineering","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer security; Reliability (semiconductor); Physics","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":[0.001189373,0.0005004794,0.0005009564,0.0001778265,0.0003610726,0.000204286,0.001762618,0.0002829977,0.00009423316],"category_scores_gemma":[0.0003062354,0.0004881236,0.0001422394,0.000317649,0.0002799961,0.0006181095,0.001667055,0.001348686,0.000009499458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227495,"about_ca_system_score_gemma":0.0001039371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009091543,"about_ca_topic_score_gemma":0.00001381589,"domain_scores_codex":[0.9967739,0.00006460406,0.0008187739,0.001337007,0.0005603986,0.0004453466],"domain_scores_gemma":[0.9964469,0.0005428047,0.0002445629,0.002511336,0.0001327361,0.0001216602],"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":[0.00002488231,0.0000611126,0.001304512,0.0006533073,0.00003290656,0.00001584324,0.01042601,0.02824245,0.00004115341,0.9523082,0.00008870262,0.006800925],"study_design_scores_gemma":[0.0002445537,0.00006981436,0.002057499,0.0001643617,0.00001761633,0.00004410855,0.0002150203,0.2716516,0.0001431389,0.02653173,0.697756,0.001104579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1108629,0.01217173,0.6870988,0.02179486,0.01794538,0.01457993,0.0002780063,0.00845809,0.1268103],"genre_scores_gemma":[0.9772269,0.001193613,0.01518133,0.0003027567,0.0003981773,0.0009204613,0.00003439493,0.0001583271,0.004584038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9257765,"threshold_uncertainty_score":0.9997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008924028098407245,"score_gpt":0.2152194763416061,"score_spread":0.2062954482431988,"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."}}