{"id":"W2083936638","doi":"10.1088/1742-6596/341/1/012026","title":"Cache Complexity and Multicore Implementation for Univariate Real Root Isolation","year":2012,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Speedup; Benchmark (surveying); Parallel computing; Multi-core processor; Univariate; Cache; Software; Kernel (algebra); CPU cache; Isolation (microbiology); Root (linguistics); Algorithm; Theoretical computer science; Operating system; Mathematics; Multivariate statistics; Machine learning; Discrete mathematics","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":[0.0005174424,0.0006653823,0.0003819271,0.0006899014,0.00057344,0.000852317,0.00180705,0.0005094471,0.005034597],"category_scores_gemma":[0.002430983,0.0003037752,0.0004571172,0.001301497,0.0003559893,0.001345157,0.0005728078,0.0008824281,0.0009477102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203432,"about_ca_system_score_gemma":0.001863995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782389,"about_ca_topic_score_gemma":0.01097902,"domain_scores_codex":[0.9992135,0.00012328,0.00006199028,0.000133537,0.0002940138,0.0001737481],"domain_scores_gemma":[0.9987129,0.0004168345,0.00009584259,0.0002974242,0.0004061625,0.00007083811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001645818,0.0007165055,0.009690771,0.0007898748,0.0002236027,0.0006657498,0.0005738958,0.2100303,0.1428004,0.05512234,0.02845726,0.5492836],"study_design_scores_gemma":[0.0001510555,0.0002777168,0.001657184,0.00003150376,0.00005894199,0.0001531416,0.00007964621,0.8911877,0.0821308,0.01259738,0.01162254,0.0000524307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3183351,0.00127365,0.6429719,0.0007383152,0.0002223178,0.0001512894,0.000653806,0.01680904,0.01884465],"genre_scores_gemma":[0.5630053,0.0002580572,0.4301661,0.0001393927,0.00004500662,0.0001683454,0.0009428172,0.0007244147,0.004550489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005034597,"threshold_uncertainty_score":0.01684242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06128893954173693,"score_gpt":0.3115729806424041,"score_spread":0.2502840411006672,"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."}}