{"id":"W2583075527","doi":"10.3934/dcdsb.2017058","title":"The Filippov equilibrium and sliding motion in an internet congestion control model","year":2017,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - B","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Control theory (sociology); Boundary (topology); Mathematics; Simple (philosophy); Routing (electronic design automation); Motion (physics); Network congestion; Topology (electrical circuits); Computer science; Control (management); Mathematical optimization; Mathematical analysis; Computer network; Artificial intelligence; Combinatorics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006510281,0.0001901952,0.0003076779,0.00003884497,0.0003136528,0.001639497,0.0006328258,0.0001230855,4.562492e-7],"category_scores_gemma":[0.00007595346,0.0001378168,0.00004175313,0.00003696121,0.000141701,0.0007974508,0.0001787993,0.0002002792,0.000001591642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003050123,"about_ca_system_score_gemma":0.00001830164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076558,"about_ca_topic_score_gemma":0.0002700915,"domain_scores_codex":[0.9984301,0.0001973761,0.0003492921,0.0004742135,0.0001894717,0.0003595046],"domain_scores_gemma":[0.998833,0.0001598738,0.0002046785,0.0005725846,0.00007029883,0.0001595418],"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":[0.0002237123,0.00005919124,0.02119459,0.00004376174,0.00006284554,0.00003726657,0.0006853927,0.008005603,0.0005578836,0.5404255,0.00009170195,0.4286126],"study_design_scores_gemma":[0.001063823,0.0001141548,0.008452632,0.00007335759,0.00001367532,0.00001900871,0.0000759586,0.9889378,0.000001486981,0.0009833736,0.00008556651,0.0001791381],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6344574,0.0007697214,0.3617189,0.001496109,0.0004590881,0.0004692369,0.000007856801,0.0001040165,0.0005176856],"genre_scores_gemma":[0.9991601,0.0000264063,0.00008546442,0.00006266615,0.00009887865,0.00006373598,0.000004574183,0.00001101578,0.0004871784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9809322,"threshold_uncertainty_score":0.9993969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051910265807143,"score_gpt":0.2385784626674042,"score_spread":0.2280593600093327,"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."}}