{"id":"W4232994866","doi":"10.1002/wcm.453","title":"Enhancing channel utilization by improving media access coordination in wireless local area networks","year":2006,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Distributed coordination function; Computer science; Throughput; Network packet; Computer network; Carrier sense multiple access with collision avoidance; Overhead (engineering); Channel (broadcasting); Transmission (telecommunications); Wireless; IEEE 802.11; 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":[0.0006822899,0.0004581932,0.0002108027,0.0005260743,0.0004096965,0.0006163039,0.0006526656,0.0002563393,0.0004478163],"category_scores_gemma":[0.002201938,0.0001532197,0.0001691562,0.0003968613,0.0003221756,0.0007581901,0.0005762565,0.0002524744,0.00008448002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002325,"about_ca_system_score_gemma":0.0005932678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002390301,"about_ca_topic_score_gemma":0.00217324,"domain_scores_codex":[0.9996639,0.0001173268,0.00001360661,0.00004805478,0.00007953712,0.00007762437],"domain_scores_gemma":[0.9987056,0.0007303362,0.0001971449,0.00008169547,0.0002268488,0.00005837309],"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":[0.0002946949,0.0003586781,0.007788313,0.0001272375,0.00005835897,0.0002018665,0.0001318912,0.8406563,0.06248436,0.009021471,0.001176162,0.07770068],"study_design_scores_gemma":[0.00001023406,0.0001019219,0.0005811083,0.000005161538,0.00001629982,0.00003519281,0.00002671434,0.9880731,0.009858826,0.0008313476,0.0004532066,0.000006970844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5544708,0.0006717447,0.4384987,0.0002299379,0.00007383708,0.00005929231,0.00005690874,0.0008893072,0.005049515],"genre_scores_gemma":[0.9890906,0.0000742063,0.01049876,0.0000144103,0.000007241887,0.00001277361,0.00001199825,0.00000756182,0.0002825347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002390301,"threshold_uncertainty_score":0.004752815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539976661365084,"score_gpt":0.2809466379454712,"score_spread":0.2555468713318204,"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."}}