{"id":"W2110091768","doi":"10.1109/mascot.2003.1240650","title":"Quantifying the properties of SRPT scheduling","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Sarepta Therapeutics","keywords":"Computer science; Workload; Scheduling (production processes); Distributed computing; Fair-share scheduling; Slowdown; Dynamic priority scheduling; Rate-monotonic scheduling; Response time; Real-time computing; Mathematical optimization; Computer network; Quality of service; Mathematics; 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":[0.000326762,0.00008234029,0.0001169603,0.00008912134,0.0001669558,0.00006964856,0.0002117847,0.00001998539,0.00007468436],"category_scores_gemma":[0.0001834261,0.00004695091,0.0000715716,0.0003876132,0.00008171868,0.0006035424,0.0001019679,0.00006986159,0.0001177668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001063895,"about_ca_system_score_gemma":0.000008696045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003541765,"about_ca_topic_score_gemma":0.0001094219,"domain_scores_codex":[0.9994329,0.000004909521,0.0001781048,0.0001189666,0.0001324316,0.0001327357],"domain_scores_gemma":[0.9995515,0.00001556147,0.0001251667,0.0002130554,0.00009197811,0.00000276191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002743959,0.0000422511,0.001258687,0.0001239708,0.00005318516,0.000001574173,0.0001014157,0.1032619,0.03276332,0.8611317,0.0000112252,0.001223396],"study_design_scores_gemma":[0.003997825,0.0000405243,0.002478714,0.001880803,0.001210295,0.0000118197,0.02106053,0.1253771,0.3441378,0.4692328,0.02829817,0.002273571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792783,0.0001547514,0.01194889,0.001573853,0.00008064273,0.00009112719,7.049516e-8,0.0001137048,0.006758661],"genre_scores_gemma":[0.9978066,0.000002417377,0.001126127,0.0007291139,0.0002045864,0.00000450534,6.713992e-7,0.00001193081,0.0001140451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3918988,"threshold_uncertainty_score":0.1914603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05235911017085667,"score_gpt":0.2536799042261199,"score_spread":0.2013207940552632,"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."}}