{"id":"W2165379223","doi":"10.1109/ccece.1998.685574","title":"Supporting isochronous ATM traffic over IEEE 802.14 based HFC access networks","year":2002,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer network; Asynchronous Transfer Mode; Computer science; Quality of service; Wireless Multimedia Extensions; ATM adaptation layer; Asynchronous communication; IEEE 802.1X; Throughput; IEEE 802.11; Telecommunications; Wireless network; Wireless; Wi-Fi array","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003378123,0.0002746985,0.0002938478,0.00008856199,0.0002487969,0.0005590129,0.001395939,0.0001478653,0.001585502],"category_scores_gemma":[0.00001994906,0.0002482716,0.0001710599,0.0005594129,0.00005643622,0.0007507026,0.00011235,0.0002828347,0.0002039353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005942054,"about_ca_system_score_gemma":0.00004892129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032211,"about_ca_topic_score_gemma":0.00003986439,"domain_scores_codex":[0.997636,0.00009766054,0.0004613948,0.0006452271,0.0003635469,0.0007961735],"domain_scores_gemma":[0.9985518,0.0002597114,0.0001839271,0.0006818413,0.00008143062,0.0002413322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005748484,0.0001162172,0.0003218822,0.000005898323,0.00002273936,0.00004473626,0.00007048873,0.3407039,0.000004823942,0.00132301,0.05716143,0.6002191],"study_design_scores_gemma":[0.0009065713,0.00007374415,0.0004140474,0.00001693739,0.00001379549,0.00001115135,0.000004346681,0.9908506,0.00001988226,0.00002689567,0.007334095,0.0003279193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0186737,0.0003978951,0.970009,0.001813335,0.001327089,0.0002845312,8.435176e-7,0.0009394704,0.006554179],"genre_scores_gemma":[0.9885221,0.00002310997,0.003700251,0.0042378,0.0005476038,0.00003313746,0.00000244012,0.00002197312,0.002911575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9698484,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938480043301729,"score_gpt":0.2618913256453991,"score_spread":0.2425065252123818,"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."}}