{"id":"W14498078","doi":"10.1007/978-1-4757-5402-5","title":"High performance scientific and engineering computing: hardware/software support","year":2004,"lang":"en","type":"book","venue":"Kluwer Academic Publishers eBooks","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Computer science; Distributed computing; Load balancing (electrical power); SPMD; Parallel computing; Grid","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":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001565723,0.0008998898,0.000942843,0.0007266658,0.0005255103,0.003573861,0.003772464,0.00124552,0.00001781738],"category_scores_gemma":[0.0001345392,0.000941288,0.0002002602,0.0002873909,0.0003383535,0.0015426,0.001623312,0.002803487,0.00008942455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009002083,"about_ca_system_score_gemma":0.003222274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000147374,"about_ca_topic_score_gemma":6.419408e-7,"domain_scores_codex":[0.994553,0.00005899072,0.001070734,0.001830536,0.001232005,0.001254687],"domain_scores_gemma":[0.9969658,0.0001858343,0.000618815,0.001340848,0.0003317357,0.000557015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001703947,0.00004063588,0.0004905268,0.002156137,0.0004058304,0.0002104169,0.004834076,0.01168946,0.00005793243,0.04250722,0.8835389,0.05405185],"study_design_scores_gemma":[0.0008660749,0.0001162185,0.0003195332,0.00145003,0.00005409063,0.0003355139,0.000007112764,0.0106193,0.00004719817,0.002716231,0.9819616,0.001507073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.009951633,0.002549914,0.5295436,0.0008368455,0.03254444,0.002951315,0.0002610516,0.00770402,0.4136572],"genre_scores_gemma":[0.09462164,0.000007106266,0.0135673,0.0005044411,0.001471423,0.00003098125,0.0005586911,0.000183904,0.8890545],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5159763,"threshold_uncertainty_score":0.9994971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324648678027931,"score_gpt":0.2089509240192874,"score_spread":0.195704437239008,"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."}}