{"id":"W2155291040","doi":"10.1109/iscas.2005.1465023","title":"Stroboscopic Model and Bifurcations in TCP/RED","year":2005,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transmission Control Protocol; TCP global synchronization; Computer science; CHAOS (operating system); Random early detection; Stroboscope; Network packet; TCP tuning; Transmission (telecommunications); TCP Friendly Rate Control; TCP acceleration; Computer network; Control theory (sociology); Topology (electrical circuits); Network congestion; Mathematics; Control (management); Telecommunications; Engineering; Artificial intelligence; Computer security; Electrical 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":[0.0002920431,0.0002894149,0.0003836632,0.0004266983,0.0003786128,0.0005464251,0.0004553778,0.0007818621,0.001264628],"category_scores_gemma":[0.0008250814,0.0002178402,0.0004398173,0.000180005,0.0009283397,0.0007732696,0.0005033723,0.0006217657,0.0002082525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005526519,"about_ca_system_score_gemma":0.0003583417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113188,"about_ca_topic_score_gemma":0.0005055939,"domain_scores_codex":[0.9998329,0.00004894592,0.000006477009,0.0000206264,0.00006805314,0.00002302149],"domain_scores_gemma":[0.9997713,0.00009842523,0.00004732078,0.00002709747,0.00003315435,0.00002274117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006048301,0.00005674808,0.0005910709,0.00008531042,0.00002568786,0.0005687543,0.0002834433,0.3776107,0.03120494,0.5818604,0.0007178044,0.006934776],"study_design_scores_gemma":[0.00001813565,0.00003424125,0.0002104865,0.000008324409,0.000007249753,0.0001007277,0.00002246737,0.9337753,0.001568743,0.06328344,0.0009578061,0.00001301735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2855108,0.001109564,0.6837704,0.0008832782,0.0002157283,0.0000981249,0.00007383581,0.0002767311,0.02806161],"genre_scores_gemma":[0.9822347,0.000393203,0.01402489,0.00006975755,0.00004631816,0.00005122407,0.00001633932,0.00002431268,0.003139233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001264628,"threshold_uncertainty_score":0.004230618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111731496424683,"score_gpt":0.2230171049982119,"score_spread":0.2118997900339651,"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."}}