{"id":"W4405490815","doi":"10.1109/iccspa61559.2024.10794349","title":"Distributed Massive MIMO System with Dynamic Clustering in LEO Satellite Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Polytechnique Montréal","funders":"","keywords":"Computer science; MIMO; Cluster analysis; Satellite; Distributed computing; Computer network; Artificial intelligence; Aerospace engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001832477,0.0001923685,0.0002213321,0.0001495226,0.00002613026,0.0001565493,0.0002447346,0.000100721,0.00001473208],"category_scores_gemma":[0.000003054989,0.0001623737,0.00003813436,0.0006411275,0.00002105789,0.0001557014,0.00005537179,0.0002565882,0.0001060869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536459,"about_ca_system_score_gemma":0.00001296705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005337946,"about_ca_topic_score_gemma":0.000593357,"domain_scores_codex":[0.9989676,0.00005389548,0.0003561077,0.0002070309,0.0001253131,0.0002900237],"domain_scores_gemma":[0.9992486,0.0001264719,0.00001945604,0.0005142734,0.000027461,0.00006371932],"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":[0.00001730108,0.000009498661,0.001926816,0.001356133,0.0001476333,0.0001702379,0.0006411581,0.9729307,0.0004756754,0.001949404,0.00009739715,0.02027799],"study_design_scores_gemma":[0.0001430423,0.000009723245,0.001900484,0.0009473889,0.000007705265,0.0000465754,0.0007382727,0.9876952,0.00004530268,0.000002556669,0.008250881,0.0002128715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02051395,0.04072053,0.9079705,0.0001327913,0.001033321,0.0007152625,0.0000286381,0.003789705,0.02509527],"genre_scores_gemma":[0.9982266,0.0007083922,0.0006210075,0.000006510176,0.0000365663,0.00006516212,0.00008015773,0.00006468541,0.0001909309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9777126,"threshold_uncertainty_score":0.6621407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008995385470174123,"score_gpt":0.2172282405657224,"score_spread":0.2082328550955483,"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."}}