{"id":"W2759010960","doi":"10.1109/waccpd.2016.009","title":"OpenACC Cache Directive: Opportunities and Optimizations","year":2016,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Cache; CUDA; Parallel computing; Compiler; Cache algorithms; Smart Cache; Operating system; Cache pollution; Cache invalidation; Cache coloring; CPU cache","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":[0.0001443904,0.00007385448,0.00007769775,0.00007878758,0.0001198133,0.0001040751,0.0002996833,0.00002939902,0.00003724147],"category_scores_gemma":[0.00004203767,0.00004649092,0.00001573558,0.0001112115,0.00004452353,0.0004528413,0.0002272629,0.00002262217,0.000007973822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000137269,"about_ca_system_score_gemma":0.00003475334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001162046,"about_ca_topic_score_gemma":0.000002051422,"domain_scores_codex":[0.999447,0.00004531356,0.0001066135,0.0002004037,0.00007934649,0.0001212715],"domain_scores_gemma":[0.9994774,0.00009810257,0.00003461786,0.000243092,0.00007791424,0.00006886038],"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":[0.000002097342,0.00003990393,0.000429311,0.000003763659,0.00001749349,0.000006534672,0.000353558,0.0005470984,0.0001795778,0.7625006,0.01940077,0.2165193],"study_design_scores_gemma":[0.002126584,0.0003901272,0.005330411,0.0002211221,0.00002476178,0.0001829254,0.0002514472,0.7200835,0.02602899,0.04384318,0.199595,0.001921882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001813765,0.00006203122,0.9382817,0.004253798,0.0000474851,0.00006429395,9.25303e-7,0.0006244441,0.05648395],"genre_scores_gemma":[0.2135594,0.000701985,0.7624452,0.0006938559,0.0000270058,0.00001990219,9.693971e-7,0.000009244023,0.0225425],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7195364,"threshold_uncertainty_score":0.1895845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350681919923385,"score_gpt":0.2685195588531648,"score_spread":0.225012739653931,"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."}}