{"id":"W4244591887","doi":"10.1109/sarnof.2004.1302866","title":"Quality of service in Ethernet passive optical networks","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Lakehead University","funders":"","keywords":"Computer network; Computer science; Dynamic bandwidth allocation; Optical line termination; Passive optical network; Quality of service; Bandwidth allocation; 10G-PON; Scalability; Ethernet; Access network; Broadband; Bandwidth (computing); Network packet; Provisioning; Scheduling (production processes); Telecommunications; Engineering; Wavelength-division multiplexing","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":[0.0001340112,0.00005853215,0.0001403588,0.00002169013,0.000005476732,0.000002929064,0.000157786,0.0000563871,0.00003632555],"category_scores_gemma":[0.00001412654,0.00005744112,0.00001869539,0.0001909022,0.0000128264,0.00004588521,0.00003442919,0.0001308885,0.00001392041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007796634,"about_ca_system_score_gemma":0.00001057616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003836677,"about_ca_topic_score_gemma":0.001889898,"domain_scores_codex":[0.9994622,0.00002332979,0.000278549,0.00006111992,0.00007294108,0.0001018495],"domain_scores_gemma":[0.9994613,0.0001034062,0.00002541265,0.0003500361,0.00003164697,0.00002818903],"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":[0.000003462553,0.0000146484,0.0002719377,0.00002538857,0.000006964562,3.476632e-7,0.000333185,0.9802508,0.001221257,0.0169505,0.000007723369,0.0009137837],"study_design_scores_gemma":[0.006956851,0.00007298205,0.120093,0.0004906539,0.00001308347,0.00001843254,0.004433312,0.8020488,0.04058167,0.01692904,0.006979127,0.001383035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.61888,0.0004991663,0.3132195,0.0004508214,0.0001467029,0.000309539,0.00000325161,0.0002815086,0.06620941],"genre_scores_gemma":[0.9950486,0.00002062244,0.004808666,0.00006570946,0.000009140462,0.00001381988,0.000002610679,0.00001056762,0.00002024927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761685,"threshold_uncertainty_score":0.2342381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272969400178869,"score_gpt":0.2927851510639245,"score_spread":0.2654882110460376,"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."}}