{"id":"W1506721084","doi":"10.1109/pacrim.2003.1235866","title":"Probabilistic contention window control in 802.11 WLANs","year":2004,"lang":"en","type":"article","venue":"","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Exponential backoff; Computer science; Jitter; Computer network; Probabilistic logic; Throughput; Window (computing); Distributed coordination function; Videoconferencing; IEEE 802.11; Access control; Wireless lan; Wireless; Real-time computing; Multimedia; 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":[0.006787929,0.0007605572,0.001008422,0.0008187274,0.001209292,0.001879771,0.002723787,0.001241204,0.0007977712],"category_scores_gemma":[0.02053748,0.0009286808,0.0004435025,0.001258474,0.002183077,0.003421029,0.001774342,0.001895698,0.0001757322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189819,"about_ca_system_score_gemma":0.001456101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390962,"about_ca_topic_score_gemma":0.002261776,"domain_scores_codex":[0.9951414,0.001503782,0.0002473279,0.0005901003,0.002058856,0.000458532],"domain_scores_gemma":[0.991295,0.005581896,0.001001789,0.0007418011,0.001151807,0.0002276765],"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":[0.0004780947,0.0001534552,0.002019559,0.000195971,0.000108686,0.0001978285,0.0003897305,0.6821988,0.01265568,0.2035742,0.001822923,0.09620511],"study_design_scores_gemma":[0.00005741531,0.0001021562,0.000267848,0.00001366008,0.000043297,0.00007744856,0.00002135893,0.9609637,0.001984568,0.03456879,0.001863881,0.00003581132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02093877,0.001262035,0.9754946,0.0003108446,0.0001239016,0.0000602763,0.00002160948,0.0003966567,0.00139122],"genre_scores_gemma":[0.9292744,0.0009929572,0.0678902,0.0001365412,0.0001919954,0.0002293971,0.00004015257,0.00005072248,0.001193578],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006787929,"threshold_uncertainty_score":0.03589839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278508089450255,"score_gpt":0.2340649215288337,"score_spread":0.2212798406343311,"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."}}