{"id":"W2002031602","doi":"10.1145/1143549.1143595","title":"Traffic prediction based access control using different video traffic models in 3G CDMA high speed data networks","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Computer network; Network packet; Telecommunications link; Cellular network; Real-time computing; Traffic generation model; Code division multiple access; Frame (networking)","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":[0.001044324,0.0003981584,0.0003246113,0.0003101501,0.0003126778,0.0006259752,0.0003605359,0.0003813973,0.0002239594],"category_scores_gemma":[0.002896866,0.0002071569,0.0001827456,0.0002409997,0.0004114665,0.0007433677,0.0002950857,0.0004511588,0.0000528722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008390109,"about_ca_system_score_gemma":0.0006986477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105028,"about_ca_topic_score_gemma":0.007554259,"domain_scores_codex":[0.9995453,0.0001672337,0.00001669498,0.00005358799,0.0001367024,0.00008052416],"domain_scores_gemma":[0.9987293,0.0007852613,0.0001058042,0.00007886904,0.0002549909,0.00004571163],"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":[0.0005791443,0.0001620496,0.005630794,0.00002411406,0.00003067287,0.00007035701,0.00007937974,0.9139622,0.01095411,0.0026194,0.0002105976,0.06567711],"study_design_scores_gemma":[0.000006118385,0.00004603077,0.0004762954,0.000001214256,0.000006890076,0.00001092732,0.000006705308,0.9964558,0.002624684,0.0003247669,0.00003615837,0.000004199329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6847056,0.0003521039,0.3131589,0.0001825502,0.00003131057,0.00004056823,0.00003140022,0.000372602,0.001124828],"genre_scores_gemma":[0.9918785,0.00006151358,0.007814412,0.00001142806,0.000005085436,0.000007513387,0.00001343396,0.000004224483,0.0002040165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105028,"threshold_uncertainty_score":0.02197194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446769208048916,"score_gpt":0.233946710151627,"score_spread":0.2094790180711378,"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."}}