{"id":"W3012429921","doi":"10.1109/iscc50000.2020.9219612","title":"Dynamic Routing with Online Traffic Estimation for Video Streaming over Software Defined Networks","year":2020,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Video streaming; Routing (electronic design automation); Computer network; Software; Real-time computing; Software-defined networking; Operating system","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":[0.0001010783,0.0001781904,0.0001994388,0.00003073624,0.0001550608,0.0001577069,0.000360291,0.00005437295,0.00001136639],"category_scores_gemma":[0.00007448207,0.0001457241,0.00006489993,0.0003274172,0.00002037605,0.0003489911,0.0000549636,0.0001286267,0.000004855734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003357354,"about_ca_system_score_gemma":0.00006326377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000036269,"about_ca_topic_score_gemma":0.00007607119,"domain_scores_codex":[0.9988092,0.00002580301,0.0002449287,0.0004306013,0.000170925,0.0003185754],"domain_scores_gemma":[0.9991446,0.0003200996,0.0001152298,0.0002154031,0.00007038718,0.0001343236],"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":[0.00002430587,0.00001872557,0.00007557432,0.000006801908,0.00001527042,0.00000268477,0.00007081422,0.5526429,0.000002143043,0.00220316,0.0001975858,0.44474],"study_design_scores_gemma":[0.00106251,0.0001975478,0.000519414,0.00003673181,0.00002276596,0.000005454007,0.00002675955,0.997685,0.000001767316,0.00004194076,0.0001995986,0.0002005416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02942573,0.00008143068,0.9670115,0.002250408,0.0001086282,0.0003396469,0.000004032701,0.0007537706,0.00002487621],"genre_scores_gemma":[0.6919259,0.000001725613,0.3063857,0.001506428,0.00007308309,0.00002120457,0.00002702245,0.00001333865,0.00004564488],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6625001,"threshold_uncertainty_score":0.5942454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015388100798145,"score_gpt":0.2241580627786259,"score_spread":0.2140041817706445,"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."}}