{"id":"W4400034284","doi":"10.1109/rtas61025.2024.00023","title":"Exclusive Hierarchies for Predictable Sharing in Last-Level Cache","year":2024,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Cache; Cache algorithms; Parallel computing; CPU cache","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001988454,0.00008144347,0.00009164315,0.0001667343,0.00006084914,0.0002909375,0.0004664362,0.00003048386,0.000008035806],"category_scores_gemma":[0.00002466983,0.0000688933,0.00005769201,0.0002415453,0.00001304184,0.00044408,0.0003029789,0.0001124668,0.00001845901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002978316,"about_ca_system_score_gemma":0.00004740176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204565,"about_ca_topic_score_gemma":0.0001116277,"domain_scores_codex":[0.9991853,0.00001097821,0.0001349598,0.0003383439,0.0001060823,0.0002243848],"domain_scores_gemma":[0.9995577,0.000151591,0.000009865956,0.0002252836,0.00001601077,0.00003948873],"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":[0.00002409126,0.00008934565,0.003793809,0.0002374426,0.00007357451,0.0001113507,0.005246802,0.001795191,0.005926759,0.8443929,0.01348269,0.124826],"study_design_scores_gemma":[0.0002457371,0.00005552841,0.0009614681,0.0001194171,0.000004210594,0.0000140789,0.0001093651,0.9748054,0.0006825078,0.01688066,0.005965346,0.0001563455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05244065,0.0007903281,0.9327605,0.001623142,0.0007740465,0.0002300775,0.00001098907,0.000455524,0.01091479],"genre_scores_gemma":[0.9754264,0.00001612016,0.009183815,0.0002697188,0.0000995214,0.00005522163,0.000003358124,0.00000880205,0.01493703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9730101,"threshold_uncertainty_score":0.2809387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05045127830263871,"score_gpt":0.273571611580943,"score_spread":0.2231203332783043,"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."}}