{"id":"W4390284921","doi":"10.1109/tnse.2023.3347512","title":"HCAAC: Hybrid Channel Access by Admission and Contention in Wi-Fi Networks","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Network Science and Engineering","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Jiangsu Provincial Key Research and Development Program; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Retransmission; Network packet; Computer science; Computer network; Latency (audio); Channel (broadcasting); Low latency (capital markets); Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703454,0.0006433805,0.0007191042,0.001079405,0.001482822,0.001430407,0.001759963,0.0007450819,0.0008353585],"category_scores_gemma":[0.003703616,0.0002471765,0.0003641439,0.001149911,0.001615388,0.001042855,0.001631088,0.0009206824,0.0001188595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523032,"about_ca_system_score_gemma":0.002369141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173524,"about_ca_topic_score_gemma":0.008811479,"domain_scores_codex":[0.9981549,0.0004694161,0.0000644746,0.0001588628,0.0005768863,0.0005753847],"domain_scores_gemma":[0.9974113,0.001192639,0.0003171828,0.0003190452,0.0005035761,0.0002562716],"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":[0.0006473107,0.0004157901,0.004453739,0.000162242,0.0001515744,0.0006547812,0.0003579533,0.6916018,0.0722992,0.04694341,0.003245403,0.1790669],"study_design_scores_gemma":[0.00002975393,0.0001411984,0.0005156537,0.000007530796,0.00002447706,0.0001363271,0.00004286708,0.988017,0.006162107,0.003757044,0.001125864,0.0000401316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1937117,0.002035605,0.7969664,0.0004766186,0.0002584933,0.0003291227,0.00006370679,0.001431754,0.004726653],"genre_scores_gemma":[0.9754272,0.0001914697,0.02346884,0.00006319688,0.00005284533,0.00007051472,0.00001724498,0.00001361196,0.0006951786],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01173524,"threshold_uncertainty_score":0.02333385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731181924588087,"score_gpt":0.249004223639019,"score_spread":0.2316924043931382,"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."}}