{"id":"W4281718481","doi":"10.1145/3470496.3527380","title":"X-cache","year":2022,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Cache; Toolchain; Instruction prefetch; Parallel computing; Operating system; Embedded system; Software","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":[],"consensus_categories":[],"category_scores_codex":[0.0001451561,0.00002574689,0.00002812829,0.00003843875,0.000169502,0.00002955176,0.0005100578,0.000004417043,0.0001471549],"category_scores_gemma":[0.000004138342,0.00002482563,0.00001596182,0.0002043462,0.000003702551,0.00006019856,0.0004351139,0.00005335107,0.00001507127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469484,"about_ca_system_score_gemma":0.00001535913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005274194,"about_ca_topic_score_gemma":8.54617e-8,"domain_scores_codex":[0.9996336,0.00003662842,0.000049945,0.0001046185,0.0001058706,0.00006935556],"domain_scores_gemma":[0.9997482,0.00001406582,0.0000150274,0.0001956627,0.000009911248,0.00001709546],"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":[8.677071e-7,0.00005673972,0.0002546847,8.990466e-7,0.000003959279,0.000006774775,0.0002975269,0.03393061,0.00008248057,0.8126262,0.1164893,0.03624987],"study_design_scores_gemma":[0.00007575257,0.00005413769,0.0001452291,2.937066e-7,3.766409e-7,0.00001912525,0.00001257622,0.8401403,0.0008033306,0.01059186,0.1480591,0.00009791856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001996237,0.00002090111,0.9307036,0.0008700998,0.00007862336,0.00002431863,1.06223e-7,0.0007302243,0.06737255],"genre_scores_gemma":[0.5407596,0.000001237146,0.4535601,0.001352704,0.000009255715,0.00001393029,6.820794e-7,0.000002035981,0.004300465],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8062097,"threshold_uncertainty_score":0.1611243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700657700724437,"score_gpt":0.2443714367771945,"score_spread":0.2273648597699502,"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."}}