{"id":"W7139346787","doi":"","title":"Performance and control of network systems","year":2004,"lang":"en","type":"article","venue":"TNO Repository","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control (management); The Internet; Quality (philosophy); Publishing; Information system; Information technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159537,0.00007825538,0.0001566693,0.00002110043,0.0000988874,0.00004504134,0.0002254497,0.00004331395,4.087054e-7],"category_scores_gemma":[0.000002976321,0.00006943349,0.00002706738,0.00009898236,0.00005190086,0.0001628949,0.00003320532,0.0000679177,0.000004185796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001849676,"about_ca_system_score_gemma":0.00005666014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001559155,"about_ca_topic_score_gemma":4.407075e-7,"domain_scores_codex":[0.9992837,0.00003621709,0.0002007018,0.0001744579,0.0001413655,0.0001636154],"domain_scores_gemma":[0.9994634,0.000048584,0.000100055,0.0002686818,0.00005660279,0.00006269838],"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":[0.0001095983,0.0001528587,0.03779997,0.0002092856,0.0002045636,0.00009994597,0.0007851638,0.544829,0.003422807,0.2500159,0.001569884,0.160801],"study_design_scores_gemma":[0.00393793,0.0005363634,0.0348981,0.0003611439,0.00005817816,0.0004317717,0.00003006813,0.9525936,0.0008323122,0.0004046883,0.005457977,0.0004578739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4465503,0.00535334,0.5342126,0.0002664806,0.002193429,0.0003313388,4.903042e-7,0.0002522333,0.01083978],"genre_scores_gemma":[0.9985808,0.00002917628,0.0007624484,0.00006678965,0.000276838,0.0000125189,1.298389e-7,0.000004077326,0.0002671801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5520305,"threshold_uncertainty_score":0.2831416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003791862568664106,"score_gpt":0.1669446385992015,"score_spread":0.1631527760305374,"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."}}