{"id":"W3093372030","doi":"10.1137/18m1218273","title":"REROUTING FLOWS WHEN LINKS FAIL","year":2020,"lang":"en","type":"article","venue":"Cineca Institutional Research Information System (Tor Vergata University)","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Technische Universität München; Bundesministerium für Bildung und Forschung","keywords":"Subject (documents); Mathematics; Combinatorics; Discrete mathematics; Computer science; Mathematical economics; Theoretical computer science; Operations research; Library science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005600228,0.0001554008,0.0002130822,0.0005870879,0.0006484608,0.0001433601,0.0005329159,0.0002186117,0.0001832456],"category_scores_gemma":[0.0003498524,0.0001622313,0.0001007711,0.001374509,0.0001426259,0.002699474,0.0001510798,0.0007649692,0.0008339713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008469808,"about_ca_system_score_gemma":0.0002962123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005727123,"about_ca_topic_score_gemma":0.00001074004,"domain_scores_codex":[0.9981129,0.0001061444,0.0003619728,0.0001804161,0.0008515104,0.000387112],"domain_scores_gemma":[0.9987625,0.00008547741,0.00005150583,0.0002629872,0.0005319027,0.0003056046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000139275,0.00000976765,0.001132925,0.001519061,0.0002058214,0.00007281772,0.004917482,0.8406579,0.0008076498,0.134901,0.01084437,0.00479188],"study_design_scores_gemma":[0.0007161555,0.00005261762,0.0006976591,0.0001312699,0.0000220777,0.00001338225,0.007003509,0.5390363,0.0005046915,0.00002605134,0.4515211,0.0002752082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.381087,0.0001022586,0.316371,0.001892203,0.0008375421,0.001126216,0.0003592253,0.001596459,0.2966281],"genre_scores_gemma":[0.9988958,0.00001522333,0.0006260608,0.00006734926,0.0002172414,0.00000234572,0.00009933612,0.00000697159,0.00006965501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6178088,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031456376723389,"score_gpt":0.232076117950865,"score_spread":0.1917615541836311,"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."}}