{"id":"W7097572561","doi":"","title":"A Study of Bandwidth Allocation Mechanisms . . .","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Network packet; Bandwidth (computing); Packet switching; The Internet; Internet Protocol; Bandwidth allocation; Network topology; Protocol (science); Telecommunications network; Private network","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817367,0.001137893,0.0009147414,0.001403755,0.001161781,0.004207475,0.001688878,0.002241527,0.01786839],"category_scores_gemma":[0.006283581,0.0008971901,0.0007973907,0.002702914,0.002249137,0.008485392,0.001267549,0.002627952,0.005520234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341588,"about_ca_system_score_gemma":0.001140092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104027,"about_ca_topic_score_gemma":0.001207393,"domain_scores_codex":[0.9989598,0.0003183901,0.00005592599,0.0002461812,0.0002658961,0.000153747],"domain_scores_gemma":[0.9979355,0.001058072,0.0002376961,0.0002948776,0.0003785675,0.00009533051],"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":[0.00003282099,0.00004028266,0.0002747111,0.0001471473,0.00002048638,0.0000429008,0.0001439008,0.007931923,0.0005890031,0.9177947,0.01286764,0.06011456],"study_design_scores_gemma":[0.00002252753,0.00006160227,0.0005467033,0.0001984045,0.00003369357,0.0002992259,0.0001334031,0.04741447,0.0007349692,0.7762834,0.1742389,0.00003274431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01466581,0.1254032,0.6310703,0.01548063,0.00304062,0.0001484673,0.0007992961,0.0005246752,0.208867],"genre_scores_gemma":[0.4794102,0.1056086,0.2242656,0.004110399,0.005246732,0.0006583904,0.0008404226,0.0007333352,0.1791262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01786839,"threshold_uncertainty_score":0.05977577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115012012865255,"score_gpt":0.236936142233958,"score_spread":0.2257860221053054,"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."}}