{"id":"W7126417551","doi":"10.1007/978-3-032-09195-6_9","title":"Large-Scale Antenna Arrays for In-Band Full-Duplex Massive MIMO","year":2025,"lang":"en","type":"book-chapter","venue":"Wireless networks","topic":"Full-Duplex Wireless Communications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"MIMO; Antenna (radio); Wireless; Metamaterial; Directional antenna; Omnidirectional antenna","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":[0.0002374099,0.0008633991,0.001136212,0.0004204853,0.0002155824,0.0001010245,0.001081248,0.001252836,0.0001820843],"category_scores_gemma":[0.00002180101,0.001005799,0.0004194146,0.0002015976,0.0001432001,0.000121622,0.0001982091,0.001560995,0.00004623463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646642,"about_ca_system_score_gemma":0.00009911815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001147325,"about_ca_topic_score_gemma":0.001476289,"domain_scores_codex":[0.9971288,0.00003196146,0.0009408492,0.0006878835,0.0002589697,0.0009515239],"domain_scores_gemma":[0.9972421,0.0005693124,0.0002131305,0.001603356,0.0001938834,0.000178253],"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":[0.00007533739,0.000055124,0.00002475161,0.0004539762,0.0002963183,0.00002110149,0.0003657471,0.9420652,0.0002686272,0.02826528,0.02281195,0.005296525],"study_design_scores_gemma":[0.001028246,0.00003493792,0.00002593633,0.001360368,0.0001028045,0.000004426216,0.00007786159,0.8852476,0.00003114019,0.0001414865,0.1110769,0.0008682917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01047244,0.03611158,0.6719289,0.001258877,0.006972871,0.007299971,0.002413309,0.003189038,0.260353],"genre_scores_gemma":[0.5739686,0.0214041,0.008410958,0.0006649258,0.00313514,0.002373758,0.005146782,0.001528673,0.383367],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.663518,"threshold_uncertainty_score":0.9992393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113018482992025,"score_gpt":0.2200476007501201,"score_spread":0.2087457524509176,"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."}}