{"id":"W2075488114","doi":"10.1007/s10107-006-0015-2","title":"Equilibria for networks with malicious users","year":2006,"lang":"en","type":"article","venue":"Mathematical Programming","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Flow network; Routing (electronic design automation); Flow (mathematics); Mathematical optimization; Computer science; Social cost; Minimum-cost flow problem; Mathematics; Computer network; Economics; Microeconomics","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":[0.003261533,0.001242736,0.001537963,0.001451819,0.001425186,0.004578002,0.002417567,0.002890456,0.006060603],"category_scores_gemma":[0.0168225,0.00089238,0.0009724309,0.001260271,0.002973614,0.005046657,0.00242989,0.002508342,0.0006013666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825051,"about_ca_system_score_gemma":0.001485492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454285,"about_ca_topic_score_gemma":0.002289007,"domain_scores_codex":[0.9977835,0.001229952,0.00006204328,0.0002537313,0.0003154802,0.0003552913],"domain_scores_gemma":[0.9861372,0.01127676,0.0009328587,0.0003669276,0.0007095895,0.0005767868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001092292,0.00007289666,0.0003357899,0.00009697457,0.00003449465,0.0001141317,0.0001909147,0.1289891,0.0005289222,0.8617058,0.002659513,0.005162098],"study_design_scores_gemma":[0.00003975747,0.00002846402,0.00008093524,0.00002442312,0.00001672329,0.00005389974,0.0001177861,0.4055446,0.0002624066,0.5927373,0.001079808,0.00001388862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1501978,0.0005975743,0.7907757,0.003995113,0.00009600678,0.0002435858,0.0003107065,0.0002192246,0.0535644],"genre_scores_gemma":[0.9240171,0.0007622152,0.05239883,0.0003459069,0.0001342707,0.0004526504,0.0001548621,0.00009179127,0.02164232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006060603,"threshold_uncertainty_score":0.02049726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679257091970953,"score_gpt":0.3593206447864045,"score_spread":0.2925280738666949,"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."}}