{"id":"W1491144867","doi":"10.26180/20707942","title":"A taxonomy and survey of grid resource management systems","year":2022,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Taxonomy (biology); Computer science; Resource management (computing); Variety (cybernetics); Grid computing; Component (thermodynamics); Grid; Data science; Knowledge management; Database; Distributed computing; Artificial intelligence; Geography; Ecology","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":[0.003160282,0.0009150464,0.001066322,0.01600351,0.002589703,0.006365748,0.002166967,0.002119136,0.003271264],"category_scores_gemma":[0.006561081,0.0009677315,0.0008880414,0.03317737,0.002386275,0.01305882,0.002370897,0.002034809,0.001426369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00381932,"about_ca_system_score_gemma":0.004287412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00919127,"about_ca_topic_score_gemma":0.004112112,"domain_scores_codex":[0.995258,0.00104902,0.0009817102,0.0005554786,0.00176853,0.0003873029],"domain_scores_gemma":[0.9944927,0.002500472,0.0004757809,0.0005373941,0.00168339,0.0003102949],"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":[0.00006318731,0.0001242373,0.006811798,0.003397834,0.00005295165,0.0003819178,0.003618197,0.007735942,0.001709805,0.6002681,0.03766477,0.3381713],"study_design_scores_gemma":[0.00001396682,0.00008987491,0.005075328,0.00190508,0.00002298044,0.001270417,0.002339324,0.0118789,0.0006035629,0.1610043,0.8157181,0.00007812758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0505476,0.3619873,0.3345493,0.02212692,0.001619531,0.001309362,0.004415713,0.002517337,0.220927],"genre_scores_gemma":[0.1627143,0.4329976,0.3673779,0.003420811,0.001520833,0.001345948,0.009516635,0.0004474568,0.02065853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01600351,"threshold_uncertainty_score":0.02771121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667846695061484,"score_gpt":0.2171712009955057,"score_spread":0.1804927340448908,"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."}}