{"id":"W2161870652","doi":"10.1109/pccc.2003.1203712","title":"On the advantages of lifetime and RTT classification schemes for TCP flows","year":2003,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Task (project management); Queue; Conjunction (astronomy); Computer network; Engineering","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":[0.007549635,0.001383681,0.001070831,0.00176852,0.0007259744,0.001514629,0.001296852,0.001182385,0.0009330928],"category_scores_gemma":[0.02378409,0.0003438421,0.0006911146,0.001385051,0.001184402,0.004210343,0.001293977,0.001534326,0.0003293508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008431997,"about_ca_system_score_gemma":0.0005198127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209277,"about_ca_topic_score_gemma":0.001030649,"domain_scores_codex":[0.9966647,0.001555312,0.0001694986,0.0004289831,0.0008920468,0.0002893487],"domain_scores_gemma":[0.96705,0.02431933,0.002342254,0.002471689,0.003046134,0.0007706667],"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":[0.01053601,0.00184723,0.04674657,0.0007088928,0.0005665204,0.000373857,0.001008022,0.441861,0.05299064,0.02563918,0.001796706,0.4159254],"study_design_scores_gemma":[0.00007316477,0.001542329,0.007901995,0.00005384716,0.0002056592,0.0002499582,0.0002043747,0.9720438,0.01110521,0.005386571,0.001151297,0.00008169239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970656,0.004605672,0.1913127,0.0005615717,0.0001903978,0.000194813,0.0001651494,0.0003690563,0.005535076],"genre_scores_gemma":[0.9598366,0.0006895838,0.03790099,0.00005247235,0.0001822435,0.00006182259,0.00009828185,0.00004407462,0.001133862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007549635,"threshold_uncertainty_score":0.03992671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623705187279803,"score_gpt":0.238412517179912,"score_spread":0.222175465307114,"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."}}