{"id":"W1831799901","doi":"10.1007/978-3-540-72951-8_25","title":"Selfish Routing with Oblivious Users","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Latency (audio); Computer network; Routing (electronic design automation); Static routing; Policy-based routing; Equal-cost multi-path routing; The Internet; Flow network; Routing domain; Hierarchical routing; Distributed computing; Routing protocol; Mathematical optimization; Mathematics; World Wide Web; Telecommunications","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004531265,0.0003914904,0.000473756,0.0009519685,0.0004019808,0.0006905642,0.002877431,0.0002470951,0.0002063783],"category_scores_gemma":[0.000408434,0.0002749207,0.0001041718,0.001173266,0.001338834,0.0003283285,0.0005300575,0.0007591331,0.0003499719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483986,"about_ca_system_score_gemma":0.0003571943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001334517,"about_ca_topic_score_gemma":0.0002453467,"domain_scores_codex":[0.9950341,0.00004081615,0.0006672477,0.001479459,0.002181477,0.0005968996],"domain_scores_gemma":[0.9948722,0.002577487,0.0004314948,0.001460252,0.0004568648,0.000201735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002297402,0.00002939763,0.0007864234,0.00000474935,0.00000979333,0.00007353698,0.001243911,0.02573055,0.00005652336,0.04616659,0.00006818202,0.9258074],"study_design_scores_gemma":[0.0004010467,0.0002538872,0.001301801,0.0003112613,0.00002263442,0.0002072054,0.000005192777,0.04175643,0.0009675587,0.9379604,0.01571265,0.001099869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002255681,0.00006124121,0.9637243,0.0004544843,0.0004274651,0.000309543,0.000006678938,0.00009118647,0.03266944],"genre_scores_gemma":[0.8800173,0.000006521359,0.1145444,0.002118982,0.0004587191,0.000006453465,0.000003123356,0.00003987441,0.002804632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9247075,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0699192145958308,"score_gpt":0.3368978829090431,"score_spread":0.2669786683132123,"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."}}