{"id":"W16819012","doi":"10.1007/978-0-387-09777-0_9","title":"Modeling and Performance Analysis of Voice Admission Control in Next Generation Heterogeneous Mobile Networks","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Control (management); Computer network; Artificial intelligence","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":[0.0003652145,0.000241524,0.0005738415,0.0007145852,0.0001200283,0.00009030222,0.0009150327,0.0002948767,0.00003742259],"category_scores_gemma":[0.000007594611,0.0002281236,0.0001323888,0.0003405751,0.00006111601,0.0003378986,0.0004328546,0.0004359416,0.000003802406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008121967,"about_ca_system_score_gemma":0.0000892352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006215218,"about_ca_topic_score_gemma":0.000211753,"domain_scores_codex":[0.9981115,0.00008715288,0.0006220454,0.0004951491,0.000430182,0.0002539164],"domain_scores_gemma":[0.9981452,0.0001375768,0.0001839985,0.001174293,0.0002368742,0.0001221217],"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":[0.0000113553,0.00001497803,0.00007647192,0.000009118053,0.0001353725,0.000003549142,0.00007395424,0.9609072,0.00003459965,0.0005756712,0.00004240655,0.03811529],"study_design_scores_gemma":[0.0002256684,0.00007474201,0.00002750694,0.0000535603,0.00005149542,0.000006727782,0.000001211526,0.9987726,0.00001308012,0.00001387507,0.0005554332,0.0002040993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02378931,0.01105097,0.9559967,0.0000757261,0.00007091134,0.0006410794,0.000003511454,0.00007679894,0.008294974],"genre_scores_gemma":[0.9709502,0.02070146,0.002741434,0.00008964397,0.00005721343,0.00003650037,0.00004138792,0.0000213442,0.005360738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9532553,"threshold_uncertainty_score":0.9302611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05483086302575142,"score_gpt":0.2723589425345947,"score_spread":0.2175280795088433,"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."}}