{"id":"W2494965690","doi":"10.2197/ipsjtsldm.9.49","title":"Accurate Cloning of the Memory Access Behavior","year":2016,"lang":"en","type":"article","venue":"IPSJ Transactions on System and LSI Design Methodology","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Cloning (programming); Workload; Software; Embedded system; Computer architecture; Operating system; Computer hardware; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052664,0.0006626687,0.0005248414,0.0006466709,0.0003918811,0.0009161452,0.001471562,0.0006381074,0.001610892],"category_scores_gemma":[0.005337888,0.0003956538,0.0004581969,0.0006888519,0.0006627855,0.001606657,0.0006975044,0.0008352929,0.001049827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008093578,"about_ca_system_score_gemma":0.0008707772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007126909,"about_ca_topic_score_gemma":0.0006785926,"domain_scores_codex":[0.998324,0.0002964049,0.0001086068,0.0002642593,0.000844049,0.0001626468],"domain_scores_gemma":[0.995963,0.0007564059,0.0004496794,0.002142489,0.0006322981,0.00005610937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003718934,0.0002296358,0.01077173,0.0005557332,0.0001067007,0.0005633263,0.0005737011,0.1365333,0.5180357,0.04696354,0.003787036,0.2815077],"study_design_scores_gemma":[0.00003109014,0.0005075607,0.003884432,0.00005729581,0.00009402397,0.0008986683,0.0001093638,0.4800883,0.4772176,0.01503598,0.02201643,0.00005919423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2104335,0.001559578,0.7719282,0.0002667805,0.0001387542,0.0002015817,0.0002979099,0.004354781,0.01081892],"genre_scores_gemma":[0.8027038,0.0006678135,0.1903597,0.0001539706,0.00003950275,0.0002162638,0.0003938595,0.0004815494,0.00498354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001610892,"threshold_uncertainty_score":0.005872309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781512329544733,"score_gpt":0.3593073503303528,"score_spread":0.1811561173758795,"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."}}