{"id":"W4244405389","doi":"10.1109/lcomm.2014.03.cover3","title":"Staff list","year":2014,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; University of Waterloo","funders":"Indian Institute of Technology Bombay; King's College London; Universitat Pompeu Fabra; Drexel University; Jackson State University; Arizona State University; George Washington University","keywords":"Computer science; Computer network","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004506744,0.000135735,0.0001384162,0.0001486449,0.0003727729,0.00008226,0.002131447,0.00003920174,0.00006905045],"category_scores_gemma":[0.0001172981,0.0001479306,0.00007409182,0.0003730112,0.0004176576,0.0001890932,0.0002181785,0.0002862284,0.005455237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099388,"about_ca_system_score_gemma":0.00001589479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216749,"about_ca_topic_score_gemma":0.0002344115,"domain_scores_codex":[0.9986885,0.0004397053,0.0002421997,0.0001779921,0.0001912502,0.0002603447],"domain_scores_gemma":[0.9945015,0.0003452095,0.0001161274,0.00488133,0.00006702737,0.00008883156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001009984,0.0003266596,0.002642201,0.000009194312,0.00005862144,7.542337e-7,0.0008301617,0.0003187214,0.4916554,0.02012878,0.4796346,0.00438483],"study_design_scores_gemma":[0.0003849516,0.00002115607,0.001572671,0.00001807923,0.00002965116,0.000006608109,0.00006193783,0.003023786,0.002653469,0.0002282205,0.9917187,0.0002807511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7661598,0.0001990137,0.01284877,0.1414737,0.000524497,0.0005330528,0.00009062828,0.001448069,0.07672251],"genre_scores_gemma":[0.9838344,0.00001399684,0.01151777,0.004171342,0.00007538329,0.00006748876,0.00006512454,0.00006992108,0.0001845464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5120841,"threshold_uncertainty_score":0.9953191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827669833861502,"score_gpt":0.2926258265940878,"score_spread":0.2543491282554728,"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."}}