{"id":"W1958677227","doi":"10.1109/ccece.2004.1345230","title":"Models and tools for simulation of video transmission on wireless networks","year":2004,"lang":"en","type":"article","venue":"","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; MPEG-4; Scalability; Scalable Video Coding; Wireless network; Wireless; Data compression; Real-time computing; Coding (social sciences); Computer network; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008502971,0.00006825635,0.0001039272,0.00005388206,0.00006500239,0.00006901976,0.0002493304,0.00007019544,6.605525e-7],"category_scores_gemma":[0.00001430927,0.00005065722,0.00003215393,0.00009470191,0.00002037351,0.0004625787,0.00004968726,0.0000485784,2.500717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008819239,"about_ca_system_score_gemma":0.00001167114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004866378,"about_ca_topic_score_gemma":3.816187e-7,"domain_scores_codex":[0.9994718,0.000007763104,0.0001328513,0.0001876994,0.00009538813,0.0001044709],"domain_scores_gemma":[0.9994808,0.0001944222,0.00004289368,0.0002169519,0.00003924881,0.00002569652],"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":[0.000008354613,0.00001354439,0.000001219512,0.000005086781,0.000001375023,1.161618e-7,0.00003751125,0.5753709,0.0002982324,0.08357519,0.00001042106,0.340678],"study_design_scores_gemma":[0.0003540806,0.0001392019,0.00002585866,0.00007115478,0.000001524316,3.996912e-7,0.00001192092,0.891902,0.01896252,0.08838743,0.00008200874,0.00006187902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03811497,0.00007618864,0.9606124,0.000579072,0.0000369067,0.0001363175,2.797675e-7,0.0002197429,0.0002241526],"genre_scores_gemma":[0.9654238,0.00003702093,0.03441013,0.00008265908,0.000007116789,0.00001047024,4.703991e-7,0.000003274948,0.00002506191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9273088,"threshold_uncertainty_score":0.2065741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092859292703424,"score_gpt":0.2794884602810269,"score_spread":0.2285598673539927,"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."}}