{"id":"W1582451000","doi":"10.1023/a:1023086618401","title":"Large System Performance of SPEC OMP Benchmark Suites","year":2003,"lang":"en","type":"article","venue":"International Journal of Parallel Programming","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hewlett-Packard (Canada)","funders":"","keywords":"Computer science; Spec#; Benchmark (surveying); Scalability; Scale (ratio); Parallel computing; Theory of computation; Operating system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339964,0.0001564111,0.0003115267,0.0002299668,0.00007019315,0.0002023836,0.001500435,0.00005909578,0.00001293034],"category_scores_gemma":[0.0001360278,0.0001344908,0.0002056985,0.0002558797,0.00003379847,0.0005054395,0.0001127908,0.0002025199,0.00001464197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073466,"about_ca_system_score_gemma":0.00014659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000860339,"about_ca_topic_score_gemma":0.000001608574,"domain_scores_codex":[0.9976485,0.0001281797,0.0008844318,0.0001836711,0.0008531011,0.0003021429],"domain_scores_gemma":[0.9977645,0.0001498949,0.0009393785,0.0002261317,0.0008112039,0.0001089272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002190452,0.00136866,0.2057664,0.0005796404,0.001502578,0.0008283144,0.005088785,0.02661399,0.0008380263,0.697156,0.002631577,0.05740697],"study_design_scores_gemma":[0.01227499,0.003106724,0.03601512,0.005693997,0.000156362,0.01218644,0.003225804,0.2108209,0.005604594,0.002022204,0.7067037,0.002189143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3709685,0.0007256437,0.6216169,0.0001475443,0.00315677,0.0001526553,0.000005514818,0.00006061955,0.003165842],"genre_scores_gemma":[0.9505326,0.00001690222,0.04910262,0.00002131252,0.0002273276,0.000002448463,0.000003601026,0.00000783752,0.00008540438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7040721,"threshold_uncertainty_score":0.5484377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146068857138414,"score_gpt":0.2513160070212024,"score_spread":0.2398553184498183,"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."}}