{"id":"W4386630236","doi":"10.3390/e25091325","title":"Design of Multi-User Noncoherent Massive SIMO Systems for Scalable URLLC","year":2023,"lang":"en","type":"article","venue":"Entropy","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Scalability; Database","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":[0.0007418625,0.0008192742,0.0006988162,0.0002768285,0.0004351533,0.0008763762,0.001014277,0.0005581212,0.001477107],"category_scores_gemma":[0.001597252,0.0003361071,0.0003068881,0.0004012027,0.0006700072,0.0009652454,0.001380808,0.0008526999,0.0005400378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006425119,"about_ca_system_score_gemma":0.000791771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005985541,"about_ca_topic_score_gemma":0.001403589,"domain_scores_codex":[0.9992981,0.0002001546,0.00002946143,0.0001361243,0.0002541884,0.00008201537],"domain_scores_gemma":[0.9993904,0.0001784895,0.0001269392,0.00007724722,0.0001773256,0.00004973576],"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":[0.0002909542,0.0001815378,0.00167364,0.0003546532,0.00009778325,0.0004682985,0.0003466446,0.6954752,0.08635835,0.06680583,0.003538465,0.1444086],"study_design_scores_gemma":[0.00001523765,0.0001475004,0.0001254176,0.00001386208,0.000009579756,0.0000676661,0.00003297147,0.9885366,0.005548874,0.003795399,0.001693558,0.00001340117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01536555,0.0002603544,0.9802111,0.0001614874,0.00004536477,0.00006020916,0.00003456572,0.0001927906,0.003668678],"genre_scores_gemma":[0.8077464,0.0003569032,0.187899,0.0002982274,0.00008441889,0.0002127454,0.000104122,0.00005777229,0.003240339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001477107,"threshold_uncertainty_score":0.004941344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319513332778166,"score_gpt":0.2498307535593159,"score_spread":0.2266356202315342,"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."}}