{"id":"W4362654107","doi":"10.1109/jstqe.2023.3264434","title":"Integrated Microwave Photonics Coherent Processor for Massive-MIMO Systems in Wireless Communications","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Quantum Electronics","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada)","funders":"University of Science and Technology of China; Université Paris-Sud; Universitat Politècnica de València; Northwestern University; Universitat de València; Universidad de Málaga","keywords":"MIMO; Photonics; Computer science; Wireless; Electronic engineering; Microwave; Microwave transmission; Telecommunications; Optoelectronics; Physics; Beamforming; Engineering","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":[0.0008785375,0.0002812097,0.0006509127,0.0006645467,0.00008031107,0.00007040858,0.001293618,0.0002370311,0.000001966061],"category_scores_gemma":[0.0002106024,0.0002904628,0.0001014651,0.002392346,0.00005859077,0.0002128604,0.00006851547,0.001367066,0.000005003676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351406,"about_ca_system_score_gemma":0.0006311703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002883063,"about_ca_topic_score_gemma":0.000967628,"domain_scores_codex":[0.9972343,0.0001873258,0.00143081,0.0001847339,0.0003032812,0.0006595919],"domain_scores_gemma":[0.9972906,0.0004922128,0.0004558661,0.0007342594,0.0009370636,0.00008999477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004524333,0.0007712209,0.001887281,0.001820234,0.0007063013,0.00006888385,0.004899736,0.4621492,0.478167,0.02402944,0.005589014,0.01945931],"study_design_scores_gemma":[0.001723514,0.0002153666,0.0001723687,0.0005837629,0.00002771561,0.00007357736,0.0006582559,0.9452072,0.01706962,0.002023784,0.03187538,0.0003694427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663905,0.01437058,0.01513598,0.0005805598,0.00125659,0.001664712,0.00003956809,0.0002847963,0.000276716],"genre_scores_gemma":[0.9891139,0.00895824,0.001393545,0.00001969516,0.00006976001,0.0002238626,0.00004797379,0.00008463123,0.00008836762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.483058,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982979826482398,"score_gpt":0.2873392200897814,"score_spread":0.2575094218249575,"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."}}