{"id":"W17338413","doi":"","title":"Distributed Models of Thread Level Speculation.","year":2005,"lang":"en","type":"article","venue":"Parallel and Distributed Processing Techniques and Applications","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Speculation; Computer science; Speculative multithreading; Thread (computing); Parallel computing; Exploit; Multithreading; Distributed computing; Task parallelism; Operating system; Parallelism (grammar); Computer security","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":[0.002079794,0.0004678052,0.0005490245,0.0003319156,0.0008284982,0.001854267,0.001616618,0.001190982,0.00377153],"category_scores_gemma":[0.006250851,0.0004331875,0.0004924996,0.0004664257,0.001679135,0.002744266,0.001355706,0.00173437,0.0004583208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494102,"about_ca_system_score_gemma":0.001459882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289947,"about_ca_topic_score_gemma":0.0018749,"domain_scores_codex":[0.9986026,0.0005877346,0.00005996482,0.0001971454,0.0004059847,0.0001466784],"domain_scores_gemma":[0.9943575,0.002944622,0.0004558678,0.001408143,0.0006111446,0.0002226803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005367832,0.0002066362,0.003758756,0.0001206221,0.00007922417,0.0005724235,0.0004491911,0.6702146,0.009760295,0.2824743,0.003312166,0.02851504],"study_design_scores_gemma":[0.00004381074,0.00005156921,0.0001120449,0.000006368679,0.00001475169,0.00005139119,0.00001982499,0.951659,0.001407991,0.04441385,0.002212333,0.000007072933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.138598,0.00111575,0.8411887,0.001379077,0.0003145217,0.0001321683,0.0001203463,0.001431503,0.01571986],"genre_scores_gemma":[0.936344,0.0002442183,0.05843344,0.0001212898,0.00009826462,0.0001478552,0.00006544312,0.00007444694,0.004471115],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00377153,"threshold_uncertainty_score":0.01261705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03433359730238873,"score_gpt":0.283452634085353,"score_spread":0.2491190367829643,"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."}}