{"id":"W4391467973","doi":"10.1109/tcomm.2024.3361504","title":"Two-Timescale Design for Simultaneous Transmitting and Reflecting RIS-Assisted Massive MIMO Systems With Imperfect CSI","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Fundamental Research Funds for the Central Universities; Southeast University; National Natural Science Foundation of China","keywords":"MIMO; Imperfect; Electronic engineering; Computer science; Telecommunications; Engineering; Beamforming","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007346818,0.0009303113,0.0006346424,0.0002419538,0.0003136703,0.0007057099,0.0007675769,0.000452775,0.001142517],"category_scores_gemma":[0.001960485,0.0003106206,0.0004041633,0.0004868827,0.0005789078,0.0008301024,0.0009900408,0.0007077516,0.0004101107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866352,"about_ca_system_score_gemma":0.0005515127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006343129,"about_ca_topic_score_gemma":0.0008832129,"domain_scores_codex":[0.9991663,0.0002457405,0.00003688649,0.0001432184,0.0002995353,0.0001082962],"domain_scores_gemma":[0.9991267,0.000330807,0.0001755774,0.0001383592,0.0001708047,0.00005776757],"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":[0.0003231439,0.00009001606,0.001322533,0.0002180896,0.00008535384,0.0002239516,0.0002683639,0.8039079,0.05068216,0.02554998,0.001278746,0.1160498],"study_design_scores_gemma":[0.00001857775,0.000241505,0.0002085064,0.000007384647,0.00001840729,0.00009142555,0.00002627104,0.9906082,0.005458739,0.002404149,0.0009015379,0.00001524601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02492257,0.0002002689,0.9712943,0.00009280749,0.00003782337,0.00003151031,0.00002856616,0.0002558629,0.003136225],"genre_scores_gemma":[0.8786274,0.000256721,0.1193282,0.0001204799,0.00005128272,0.00008429481,0.0000518096,0.00002769885,0.001452055],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001142517,"threshold_uncertainty_score":0.003885448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03868857414904158,"score_gpt":0.2877147401311775,"score_spread":0.2490261659821359,"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."}}