{"id":"W4232364588","doi":"10.1109/lcomm.2013.02.cover2","title":"[Staff list]","year":2013,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Royal Holloway, University of London; National Cheng Kung University; Università degli Studi di Ferrara; Singapore University of Technology and Design; Shanghai Jiao Tong University; Killam Trusts; Tongji University; Arizona State University; Università degli Studi di Trento; Institute for Infocomm Research; Chalmers Tekniska Högskola; Aalborg Universitet; Yonsei University; Chinese Academy of Sciences; University of Hong Kong; University College London; University College Dublin; University of Warwick; Queen's University; Swansea University; University of Massachusetts Dartmouth; Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional; Concordia University; Monash University; Santa Clara University; Georgia State University; University of Pretoria; Centre National de la Recherche Scientifique; Dartmouth College; Nanyang Technological University; Oklahoma State University; Lehigh University; City University of Hong Kong","keywords":"Computer science; Computer network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000176766,0.0001496108,0.0001355071,0.000166003,0.0003374374,0.0001422566,0.002251684,0.00004559176,0.0005292289],"category_scores_gemma":[0.00005598637,0.0001574842,0.00008241423,0.0004430992,0.0004183051,0.000440845,0.0002551278,0.0003123722,0.03242822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376368,"about_ca_system_score_gemma":0.00002174063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006407316,"about_ca_topic_score_gemma":0.000125692,"domain_scores_codex":[0.9987978,0.0002517064,0.000272302,0.0001807971,0.0001903777,0.0003069839],"domain_scores_gemma":[0.9947976,0.000225356,0.0001140154,0.004641357,0.0001133378,0.0001083186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000143405,0.0001534734,0.001181598,0.000003186568,0.00003304655,5.626432e-7,0.0004437931,0.00004386025,0.4031386,0.001649914,0.5917903,0.001560177],"study_design_scores_gemma":[0.0007743022,0.00003429748,0.01064375,0.00004280335,0.00005977882,0.00002547028,0.0004408262,0.003306705,0.007136559,0.0007600807,0.9760002,0.0007752107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8304796,0.0002546875,0.0008618212,0.135176,0.0002597826,0.0007365542,0.00003855253,0.0008428254,0.03135022],"genre_scores_gemma":[0.9821266,0.00002700361,0.01231874,0.004588404,0.00005155929,0.0003369023,0.00005827298,0.00007488659,0.000417616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3960021,"threshold_uncertainty_score":0.9683251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04144133035103724,"score_gpt":0.2854916481421843,"score_spread":0.2440503177911471,"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."}}