{"id":"W2103539825","doi":"10.1109/iscc.2000.860640","title":"An empirical study of today's Internet traffic for differentiated services IP QoS","year":2002,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Computer science; Quality of service; Computer network; Differentiated services; Intranet; Traffic classification; The Internet; Architecture; Network packet; World Wide Web","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":[0.003846914,0.0001720291,0.0001634772,0.0009984319,0.0007420399,0.0007573239,0.0003928214,0.0007587904,0.001784722],"category_scores_gemma":[0.02371727,0.0001741017,0.0001870326,0.001911204,0.0007627538,0.001669805,0.0004983955,0.001136806,0.0007638893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229653,"about_ca_system_score_gemma":0.0004237438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842769,"about_ca_topic_score_gemma":0.002662413,"domain_scores_codex":[0.9973701,0.00137572,0.0001767472,0.0002500763,0.0006604228,0.0001668408],"domain_scores_gemma":[0.9507481,0.03561671,0.004862322,0.001976772,0.00551651,0.001279505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001790293,0.002237332,0.96731,0.00006874146,0.00004053646,0.0001836731,0.005889845,0.0002836814,0.000948504,0.001637981,0.003166424,0.0180542],"study_design_scores_gemma":[0.00002006527,0.0009672617,0.978026,0.00005813591,0.00001695461,0.0004484089,0.01189118,0.00202213,0.000631563,0.0004122518,0.00548764,0.00001841526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980248,0.00005962206,0.0002439662,0.0001532306,0.000004828772,0.00001805245,0.0002508892,0.000004009818,0.001240505],"genre_scores_gemma":[0.9976052,0.0001390059,0.0006511071,0.0001404527,0.00001500558,0.00005379171,0.0007081558,0.000004412975,0.0006828197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003846914,"threshold_uncertainty_score":0.02034467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614684910279077,"score_gpt":0.2714098697735539,"score_spread":0.2452630206707631,"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."}}