{"id":"W2028429372","doi":"10.1145/1183401.1183409","title":"BranchTap","year":2006,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Speculation; Computer science; FIFO (computing and electronics); Instruction prefetch; Storage management; Preemption; Degradation (telecommunications); Key (lock); FIFO and LIFO accounting; Speculative execution; Parallel computing; Embedded system; Distributed computing; Operating system","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":[0.00005586357,0.00003369703,0.00003390576,0.00003286311,0.00003903269,0.00006047686,0.000274247,0.00001502819,0.00001295],"category_scores_gemma":[0.000002455827,0.00002885706,0.0000166566,0.0001362178,0.000006535305,0.0001122731,0.00005427536,0.00002111386,0.0000523613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004787384,"about_ca_system_score_gemma":0.000007714299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003729016,"about_ca_topic_score_gemma":0.000001633995,"domain_scores_codex":[0.9996777,0.000009385423,0.00006601058,0.0001038733,0.0000628249,0.00008022315],"domain_scores_gemma":[0.9997612,0.00001178825,0.00001472801,0.0001779158,0.00002152615,0.00001282144],"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":[1.993361e-7,0.00002175038,0.000466446,9.406165e-7,8.268719e-7,0.000001798673,0.00001054717,0.003217907,0.0001338632,0.9210062,0.06564064,0.009498895],"study_design_scores_gemma":[0.0001893357,0.00003031459,0.005068901,0.000004875949,7.755767e-7,0.00001389435,8.322443e-7,0.8047622,0.01830923,0.1048553,0.0665286,0.0002356899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002973271,0.00002246147,0.8178923,0.0003741823,0.00004069048,0.00001808439,2.936453e-8,0.0008550768,0.1804998],"genre_scores_gemma":[0.4613605,0.000001028766,0.5349346,0.0002642052,0.0000287734,0.000001301849,4.346215e-7,0.000001483675,0.003407692],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8161509,"threshold_uncertainty_score":0.1176757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007570822388296432,"score_gpt":0.2239748011051881,"score_spread":0.2164039787168917,"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."}}