{"id":"W321534596","doi":"10.1504/ijhpcn.2006.013481","title":"Adaptive time/space sharing with SCOJO","year":2006,"lang":"en","type":"article","venue":"International Journal of High Performance Computing and Networking","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Computer multitasking; Distributed computing; Scheduling (production processes); Job scheduler; Flexibility (engineering); Shared resource; Time-sharing; Fragmentation (computing); Response time; Load sharing; Job shop scheduling; Parallel computing; Mathematical optimization; Operating system","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":[0.0005477399,0.0001470727,0.0002222534,0.0001553162,0.0001639317,0.0003489255,0.0008413055,0.00003874504,0.000001589253],"category_scores_gemma":[0.000003228699,0.0001181678,0.0000439656,0.0001997779,0.00003945486,0.0004084148,0.0002428134,0.00023274,0.000005094184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005707834,"about_ca_system_score_gemma":0.000046395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004402802,"about_ca_topic_score_gemma":0.00000169006,"domain_scores_codex":[0.9986417,0.00003327991,0.0004098165,0.0002115183,0.000461174,0.0002425264],"domain_scores_gemma":[0.9988478,0.0001079804,0.0005195137,0.0001247502,0.0003435038,0.00005647696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002094292,0.0001266517,0.09122217,0.00002983573,0.0003279925,0.0003100253,0.0006916944,0.6865752,0.0001423463,0.01242429,0.001862207,0.2060782],"study_design_scores_gemma":[0.0007665666,0.0002419013,0.01996393,0.0009767787,0.000009924291,0.001153853,0.00001006589,0.9735839,0.0000993858,0.0004927884,0.00249638,0.0002045365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6273997,0.0004715047,0.3698485,0.0002112016,0.001098403,0.00003372697,4.457898e-7,0.00004808906,0.0008884222],"genre_scores_gemma":[0.9831446,0.00003161008,0.01474464,0.00005316868,0.00192952,2.687872e-7,0.000002023802,0.000009029259,0.00008515733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3557448,"threshold_uncertainty_score":0.4818745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008127605547879013,"score_gpt":0.2166094162329801,"score_spread":0.208481810685101,"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."}}