{"id":"W2906040923","doi":"10.1142/7069","title":"Building Secure and High-Performance Software Systems","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Software; Operating system","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001696237,0.0006294994,0.000778906,0.0008212891,0.0009748051,0.001232843,0.002062253,0.0003864132,0.00002021283],"category_scores_gemma":[0.00001934596,0.0005343481,0.0001453231,0.0003088436,0.000662481,0.0005055477,0.0009680986,0.000754913,0.0002542974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000271541,"about_ca_system_score_gemma":0.0007323144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000229096,"about_ca_topic_score_gemma":0.00009300397,"domain_scores_codex":[0.9956068,0.00009424106,0.0007939158,0.001743376,0.000974872,0.000786757],"domain_scores_gemma":[0.9963524,0.0001458523,0.0005132483,0.002337933,0.0003445348,0.0003060427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004695043,0.0001226573,0.00229817,0.00892282,0.0003816494,0.0001601408,0.005960243,0.000192434,0.0002114091,0.393721,0.4184546,0.1695279],"study_design_scores_gemma":[0.0003817129,0.00008601999,0.0003257789,0.002185293,0.00005624799,0.00008822494,0.000006810849,0.002538574,0.0004469045,0.007993713,0.9847004,0.001190336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02151841,0.007312194,0.09296077,0.0000798219,0.05798409,0.004216985,0.000140449,0.004149507,0.8116378],"genre_scores_gemma":[0.03385789,0.000005078477,0.01130175,0.00005235793,0.0004107449,0.00008511531,0.00001764228,0.0000595374,0.9542099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5662458,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522087521660353,"score_gpt":0.2111461422734391,"score_spread":0.1959252670568355,"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."}}