{"id":"W4323645976","doi":"10.1109/fnwf55208.2022.00138","title":"INGR Roadmap Massive MIMO Chapter","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"MIMO; Computer science; Multi-user MIMO; 3G MIMO; Electronic engineering; Wireless; Spectral efficiency; Throughput; Transmitter; Computer network; Channel (broadcasting); Telecommunications; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001729263,0.001244165,0.0006824846,0.001382563,0.0007661839,0.00343444,0.001720493,0.002507285,0.1054137],"category_scores_gemma":[0.002425798,0.0004739747,0.0005964524,0.001372568,0.0007556429,0.003263688,0.00279547,0.003344159,0.07551292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348278,"about_ca_system_score_gemma":0.002067442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232476,"about_ca_topic_score_gemma":0.001703102,"domain_scores_codex":[0.9991618,0.0001044171,0.00003354854,0.000134044,0.000439832,0.0001262523],"domain_scores_gemma":[0.9985014,0.000390233,0.00004417001,0.000188637,0.0006353473,0.0002402202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007542405,0.00008678647,0.0001917604,0.0007565325,0.00002045597,0.0001626389,0.0001267718,0.004415448,0.002502338,0.1127842,0.468383,0.4104948],"study_design_scores_gemma":[0.000008853444,0.00006981694,0.0001565242,0.0002399732,0.000007396878,0.0001318325,0.00003613978,0.00179627,0.0006192967,0.02088404,0.976033,0.00001691161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002119174,0.1211734,0.08224449,0.01822686,0.02575604,0.0002914803,0.002214884,0.003965817,0.7440078],"genre_scores_gemma":[0.04269041,0.2023987,0.05564199,0.008872792,0.02287914,0.0004245027,0.007400906,0.001644497,0.658047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1054137,"threshold_uncertainty_score":0.3526441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210303823072367,"score_gpt":0.2091452497738347,"score_spread":0.197042211543111,"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."}}