{"id":"W1696850826","doi":"10.1109/nca.2004.1347804","title":"Towards a quality of service aware public computing utility","year":2004,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Grid computing; Quality of service; Overlay; Utility computing; Resource (disambiguation); Service (business); Overlay network; Architecture; Grid; Construct (python library); Quality (philosophy); Service quality; Scheme (mathematics); Peer-to-peer; Distributed computing; Computer network; World Wide Web; The Internet; Cloud computing; Business; 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":[0.001256272,0.0001556136,0.0003268225,0.00006482173,0.0001206014,0.0001538552,0.001360345,0.00007709399,0.0000161177],"category_scores_gemma":[0.00007552365,0.0001371742,0.000110015,0.0009365248,0.00003440597,0.0002993753,0.0005133861,0.0001267117,0.00004320628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005078082,"about_ca_system_score_gemma":0.0003180709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520209,"about_ca_topic_score_gemma":0.0001640878,"domain_scores_codex":[0.9980218,0.0001693615,0.0005942677,0.0004174617,0.0004383847,0.0003587334],"domain_scores_gemma":[0.9983182,0.0000881907,0.0002354122,0.0007998202,0.0004199828,0.0001384237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001096188,0.0006182667,0.01208482,0.0005738451,0.00009471074,0.00001011657,0.00325877,0.006009272,0.0003013907,0.9353235,0.0006753929,0.04103891],"study_design_scores_gemma":[0.005438704,0.0003301047,0.3742227,0.0004388588,0.00001719641,0.0001108041,0.00098338,0.5389462,0.003636064,0.06265478,0.01129815,0.001923005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1264533,0.00003410618,0.8590719,0.003113593,0.0003049756,0.0001180785,0.000008195724,0.0003681187,0.01052774],"genre_scores_gemma":[0.9799792,4.127275e-7,0.01936336,0.0005677968,0.00004828637,0.00000121853,0.000009918263,0.000004804365,0.0000250058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8726687,"threshold_uncertainty_score":0.55938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08352947470920472,"score_gpt":0.3167433769190101,"score_spread":0.2332139022098053,"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."}}