{"id":"W1891207083","doi":"","title":"Network QoS provision for distributed grid applications","year":2004,"lang":"en","type":"article","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Quality of service; Computer science; Provisioning; Grid; Distributed computing; Grid computing; The Internet; Computer network; Resource (disambiguation); World Wide Web","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"],"consensus_categories":[],"category_scores_codex":[0.001295005,0.0003029165,0.0004884799,0.0004517574,0.00118625,0.0003046569,0.002347569,0.0002155012,0.000003332211],"category_scores_gemma":[0.0001801504,0.0003135098,0.0004002559,0.003204878,0.0001995996,0.0004685608,0.001068914,0.0005777592,0.0000825526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681411,"about_ca_system_score_gemma":0.0008541028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001220909,"about_ca_topic_score_gemma":0.00002399838,"domain_scores_codex":[0.9959289,0.0003864287,0.0003364249,0.001014685,0.0009648478,0.001368678],"domain_scores_gemma":[0.9966074,0.0004195611,0.0001346941,0.001331952,0.0008995385,0.0006068315],"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":[0.0003327124,0.001829344,0.001455547,0.0005004415,0.0007483229,0.0004298436,0.0005213338,0.2145588,0.0007447405,0.5881069,0.1589986,0.03177335],"study_design_scores_gemma":[0.002168164,0.0003068024,0.0008729945,0.0001263194,0.00003102057,0.00002768834,0.0001854046,0.008480782,0.00005613707,0.0057615,0.98153,0.0004532318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002882165,0.0002253399,0.9872696,0.002576804,0.0005745437,0.001941175,0.000919261,0.0005135717,0.00309752],"genre_scores_gemma":[0.9018185,0.0003055336,0.07997885,0.0002121883,0.007693297,0.0001282556,0.004649142,0.0001169233,0.005097298],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9072908,"threshold_uncertainty_score":0.9999317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05548009083032002,"score_gpt":0.3147219596581319,"score_spread":0.2592418688278119,"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."}}