{"id":"W3212353429","doi":"10.1002/ett.4393","title":"Massive MIMO relaying with imperfect RF chains and coarse ADC/DAC in beyond 5G networks","year":2021,"lang":"en","type":"article","venue":"Transactions on Emerging Telecommunications Technologies","topic":"Full-Duplex Wireless Communications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Science Foundation of Liaoning Province; National Natural Science Foundation of China","keywords":"Relay; MIMO; Computer science; Transceiver; Transmitter power output; Converters; Radio frequency; Electronic engineering; Power (physics); Electrical engineering; Computer network; Telecommunications; Beamforming; Wireless; Engineering; Channel (broadcasting); Voltage; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001754647,0.0003334073,0.0003496351,0.0006173087,0.000627181,0.00007973885,0.0008636051,0.0002855334,0.00003593364],"category_scores_gemma":[0.00006597699,0.0003576592,0.00007540994,0.001827499,0.0003543296,0.0002890128,0.00005977296,0.001518745,0.00001070567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192023,"about_ca_system_score_gemma":0.00006369769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005703988,"about_ca_topic_score_gemma":0.002007637,"domain_scores_codex":[0.9984967,0.00009936484,0.0004496229,0.0003504171,0.0001455304,0.0004584133],"domain_scores_gemma":[0.9967444,0.0005132933,0.00007562361,0.002506285,0.0001091142,0.00005130189],"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":[0.000010342,0.0001727673,0.0003264092,0.00003271512,0.0001277604,0.000009273373,0.0005799573,0.9323074,0.002008178,0.002839603,0.00007688008,0.06150872],"study_design_scores_gemma":[0.001075971,0.0001165306,0.001280057,0.0004102619,0.0001084586,0.00008467602,0.01148341,0.968628,0.01285466,0.0002680052,0.002800446,0.0008894867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6968427,0.01723438,0.2559939,0.0158857,0.0002175373,0.001078974,0.0000595283,0.008450921,0.00423645],"genre_scores_gemma":[0.9459249,0.01706543,0.03622976,0.00003761126,0.00000486319,0.0005167262,0.00004162062,0.00007976392,0.00009935616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490822,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009359144247846842,"score_gpt":0.2234169147285391,"score_spread":0.2140577704806922,"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."}}