{"id":"W2133264706","doi":"10.1023/a:1012775610087","title":"QoS Performance Bounds and Efficient Connection Admission Control for Heterogeneous Services in Wireless Cellular Networks","year":2002,"lang":"en","type":"article","venue":"Wireless Networks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009536984,0.0004320197,0.0005631731,0.0002666338,0.0006517541,0.0004972251,0.001606093,0.0004000329,0.0000220114],"category_scores_gemma":[0.00001234564,0.0004295286,0.0001218737,0.0009381715,0.0001602235,0.0004323184,0.0005224658,0.0006999527,0.000009095593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719322,"about_ca_system_score_gemma":0.00003242351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004333037,"about_ca_topic_score_gemma":0.00008997783,"domain_scores_codex":[0.9963624,0.000385538,0.0007156272,0.000921668,0.0004804226,0.001134278],"domain_scores_gemma":[0.997202,0.0006516212,0.0002867764,0.0012839,0.0002208361,0.0003548435],"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":[0.0001067016,0.0002240739,0.003096539,0.0001065573,0.00003512833,0.00001433594,0.000317483,0.8646678,0.0001917054,0.001568545,0.000227419,0.1294437],"study_design_scores_gemma":[0.002203746,0.0001973491,0.001102082,0.0002744593,0.00001162135,0.00002995535,0.00002608497,0.994402,0.0002285636,0.00002728334,0.001042359,0.0004545053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4624546,0.003573184,0.531734,0.0004365512,0.0005587449,0.0009322246,0.00000218595,0.0002042423,0.0001042936],"genre_scores_gemma":[0.9958575,0.002140781,0.0006560897,0.0003261217,0.000453873,0.0003802432,0.00002356996,0.00005891558,0.0001029002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5334029,"threshold_uncertainty_score":0.9998156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444499164509322,"score_gpt":0.2324110799266472,"score_spread":0.217966088281554,"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."}}