{"id":"W2963477078","doi":"10.1109/isit.2016.7541570","title":"An uplink-downlink duality for cloud radio access network","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Telecommunications link; Duality (order theory); Relay; Computer science; Computer network; Radio access network; Electronic engineering; Mathematics; Power (physics); Engineering; Base station; Discrete mathematics; Physics","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":[0.0001923989,0.0001232169,0.0001553432,0.00002354343,0.00005093629,0.0000352781,0.0001938558,0.00008669373,0.00007312453],"category_scores_gemma":[0.00002419614,0.00008855277,0.00003938834,0.0001008047,0.000013765,0.0005041626,0.00001807533,0.00003564608,0.00002131446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007160917,"about_ca_system_score_gemma":0.000008225995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002915012,"about_ca_topic_score_gemma":0.00001492969,"domain_scores_codex":[0.9992507,0.00001638952,0.0002345781,0.0001792146,0.00005070998,0.0002684801],"domain_scores_gemma":[0.9994068,0.0001019501,0.00003223062,0.0003273466,0.0000473223,0.00008433147],"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":[0.00001844758,0.00001363459,0.001033215,0.00006519725,0.00003193392,5.938595e-7,0.00003721572,0.9523084,0.001201853,0.007197983,0.01997409,0.01811743],"study_design_scores_gemma":[0.002936789,0.0001350376,0.001098342,0.0001720612,0.0000464169,0.00001066064,0.00004228968,0.8914568,0.01417632,0.01148733,0.07722212,0.001215809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001640116,0.00007963592,0.9939088,0.00008574747,0.0008321388,0.0003861074,0.00001198756,0.000759173,0.002296344],"genre_scores_gemma":[0.9126102,0.00005035615,0.08374564,0.00009159695,0.002122732,0.0001311349,0.00004575272,0.00009131739,0.001111286],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9109701,"threshold_uncertainty_score":0.3611077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206685682182883,"score_gpt":0.286651186051165,"score_spread":0.2659826178328767,"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."}}