{"id":"W2096054917","doi":"10.1109/ccnc.2007.17","title":"Performance Analysis of IEEE 802.11 DCF with Heterogeneous Traffic","year":2007,"lang":"en","type":"article","venue":"","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Distributed coordination function; Computer science; IEEE 802.11; Polling; Computer network; Network allocation vector; Quality of service; Service set; IEEE 802.11e-2005; Access control; Random access; Inter-Access Point Protocol; IEEE 802.11s; Throughput; Wi-Fi; Wireless network; Wireless; Telecommunications; Wireless mesh network; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003185839,0.0001057066,0.0002257665,0.0001922432,0.00005134734,0.00003755938,0.0005050136,0.0000440498,0.00003489511],"category_scores_gemma":[8.820225e-7,0.00007383614,0.00008763915,0.001421731,0.00003687283,0.0001550463,0.00003778335,0.00005463849,0.000006043992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001332837,"about_ca_system_score_gemma":0.00003167902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002314356,"about_ca_topic_score_gemma":0.0004006522,"domain_scores_codex":[0.9990019,0.00001636422,0.0002266742,0.0002420034,0.0002468756,0.0002661522],"domain_scores_gemma":[0.999248,0.00005379366,0.00009108532,0.000462945,0.00006652506,0.00007759516],"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":[0.00005392581,0.0001262412,0.04893099,0.00002561754,0.0003853507,0.00003027698,0.0003452092,0.7924302,0.0001467877,0.0009032271,0.0001762198,0.156446],"study_design_scores_gemma":[0.0002634848,0.0003135249,0.02803322,0.0000200227,0.00007344665,0.00001250912,0.000006383714,0.9616134,0.008562461,0.000003327083,0.0009043647,0.0001938346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6971274,0.00001046741,0.3008986,0.00001716639,0.00003270471,0.0005732551,3.992882e-7,0.00006250009,0.001277541],"genre_scores_gemma":[0.9888597,0.000003873105,0.01077926,0.0001004538,0.0000308932,0.00007477157,9.350683e-7,0.000004910365,0.0001451668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2917323,"threshold_uncertainty_score":0.301095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308386289019821,"score_gpt":0.2421205117916055,"score_spread":0.2290366489014072,"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."}}