{"id":"W4293868569","doi":"10.1109/ims37962.2022.9865247","title":"Virtual Receiver Matrix for Future Multifunction Wireless Systems","year":2022,"lang":"en","type":"article","venue":"2022 IEEE/MTT-S International Microwave Symposium - IMS 2022","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Wireless; Demodulation; Electronic engineering; Quadrature amplitude modulation; SIGNAL (programming language); Topology (electrical circuits); Channel (broadcasting); Electrical engineering; Engineering; Computer network; Telecommunications; Bit error rate","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005614262,0.0004043669,0.000350104,0.0004469227,0.0004598914,0.0001630005,0.0006036905,0.0001416749,0.001259745],"category_scores_gemma":[0.00001541145,0.0004718364,0.0002992594,0.0003124003,0.00003443572,0.0002932408,0.0001947327,0.0006411019,0.00009536981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009518403,"about_ca_system_score_gemma":0.00006055309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004794664,"about_ca_topic_score_gemma":0.000020107,"domain_scores_codex":[0.9973212,0.0001253091,0.0007127189,0.0006218458,0.0007492899,0.000469671],"domain_scores_gemma":[0.9989616,0.0001073904,0.0001914319,0.0003709165,0.0002340604,0.0001346291],"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":[0.0001579961,0.00008128505,0.00004233654,0.00007500618,0.0002867898,0.00001159177,0.0008023877,0.1999232,0.7688103,0.0007431292,0.02657083,0.002495118],"study_design_scores_gemma":[0.00172518,0.0002140696,0.00001668868,0.00003680756,0.00008751955,0.0001624836,0.003140079,0.7405528,0.08981488,0.0001206271,0.163334,0.0007948453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5082137,0.001536101,0.4157473,0.001375925,0.06368171,0.002025813,0.002260925,0.0008961065,0.004262339],"genre_scores_gemma":[0.9820827,0.000440751,0.000647186,0.0002504213,0.002170238,0.001001216,0.001363459,0.0001766549,0.01186735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6789954,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009652093050340562,"score_gpt":0.2266206535102252,"score_spread":0.2169685604598847,"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."}}