{"id":"W1571942004","doi":"10.1002/9780470986424.ch5","title":"MAC Layer Performance Limitations","year":2008,"lang":"en","type":"other","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Superframe; Computer network; Network packet; Computer science; Blocking (statistics); Telecommunications link","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":[0.007198445,0.001824405,0.001427761,0.00117166,0.001831702,0.006847337,0.003341039,0.002135601,0.03995853],"category_scores_gemma":[0.02153059,0.001136754,0.0006736953,0.001626836,0.0008316673,0.006935373,0.00242579,0.004317766,0.01363769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107308,"about_ca_system_score_gemma":0.002358248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353506,"about_ca_topic_score_gemma":0.003380188,"domain_scores_codex":[0.9944963,0.000930033,0.0003955078,0.0006985909,0.002621212,0.0008583535],"domain_scores_gemma":[0.9868253,0.00557455,0.000450175,0.002170358,0.004712973,0.0002666685],"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":[0.0007877425,0.0004146302,0.00206548,0.00253553,0.0001902571,0.0004268042,0.0006666708,0.04233764,0.03750156,0.1084298,0.1179477,0.6866962],"study_design_scores_gemma":[0.0001854524,0.0006722289,0.004109556,0.001797301,0.0004847864,0.002266701,0.001030824,0.2136388,0.0605166,0.06482282,0.6501914,0.000283646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04506535,0.05041276,0.4139988,0.03158848,0.01313772,0.001267272,0.003454523,0.01322035,0.4278548],"genre_scores_gemma":[0.5939401,0.04120399,0.1560614,0.01313824,0.006106986,0.002059639,0.003056797,0.002410506,0.1820223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03995853,"threshold_uncertainty_score":0.1336746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085194798191215,"score_gpt":0.1974682084757839,"score_spread":0.1766162604938717,"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."}}