{"id":"W2169813676","doi":"","title":"On distributed robust routing for transportation networks under local information constraints","year":2011,"lang":"en","type":"article","venue":"Lund University Publications (Lund University)","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Computer science; Routing (electronic design automation); Computer network; Distributed computing; Static routing; Policy-based routing; Routing protocol","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":[],"consensus_categories":[],"category_scores_codex":[0.0001438593,0.0001486313,0.0001209997,0.0005936915,0.0006722609,0.0001545749,0.001031966,0.0001034452,0.00005276952],"category_scores_gemma":[0.0000140897,0.0001884986,0.0000934585,0.001440177,0.000161861,0.004733498,0.0001005569,0.0001348234,0.00002030604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451787,"about_ca_system_score_gemma":0.00009327281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008000513,"about_ca_topic_score_gemma":0.0001021942,"domain_scores_codex":[0.999037,0.00004260244,0.0001459272,0.0003172267,0.0001587801,0.0002984406],"domain_scores_gemma":[0.9989028,0.00008785155,0.0001753398,0.0004335524,0.0002580875,0.0001423763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002501183,0.00008312178,0.00006842086,0.000005928724,0.00004663242,0.000003404185,0.0002375917,0.005350621,2.996841e-7,0.9864247,0.002152626,0.005601604],"study_design_scores_gemma":[0.001514911,0.00009998401,0.004410411,0.00001815477,0.00009049774,0.000001327939,0.002930283,0.212956,0.000006268977,0.001509098,0.776105,0.0003580527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001953281,8.927802e-7,0.8142994,0.0004726625,0.0001196275,0.0002868591,0.0002290538,0.0002417051,0.1841545],"genre_scores_gemma":[0.606626,0.0001088671,0.1936354,0.001576051,0.0001799405,0.000006543176,0.01996874,0.00005968323,0.1778387],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9849156,"threshold_uncertainty_score":0.768675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472950949099545,"score_gpt":0.1785706005424823,"score_spread":0.1538410910514869,"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."}}