{"id":"W6901690663","doi":"10.60692/72gpp-m3s35","title":"Distributed Massive MIMO for LEO Satellite Networks","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Carleton University","funders":"","keywords":"Handover; Software deployment; Satellite; Throughput; Ground station; MIMO; Communications satellite; Architecture","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":[0.0001642141,0.0002394155,0.0001408251,0.0001173947,0.0002207671,0.0003179183,0.0002309736,0.0001987951,0.001042921],"category_scores_gemma":[0.0003555393,0.00006957696,0.0001192376,0.0001703321,0.0002175807,0.0002987743,0.0002886678,0.0004268497,0.0002053681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004767401,"about_ca_system_score_gemma":0.0002609827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098446,"about_ca_topic_score_gemma":0.002913728,"domain_scores_codex":[0.9999007,0.00003146693,0.000001841196,0.00001426761,0.00003373095,0.00001799005],"domain_scores_gemma":[0.9998678,0.00005892342,0.00001742597,0.00001888979,0.00002575028,0.00001120614],"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":[0.0001330483,0.00006232344,0.001507461,0.000145518,0.00004116768,0.0003429202,0.0001215452,0.7402591,0.04580111,0.07300657,0.004298143,0.1342812],"study_design_scores_gemma":[0.00001109046,0.00009470365,0.0005599385,0.00001048419,0.00001013206,0.00009839379,0.00003884525,0.9775668,0.003210099,0.01438802,0.004003043,0.000008470527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05722052,0.001887716,0.9231672,0.0006228445,0.000142915,0.00003733936,0.00007554744,0.0002533728,0.01659255],"genre_scores_gemma":[0.939815,0.0008613462,0.05483561,0.00009415211,0.00008719496,0.00003318757,0.00005616034,0.000008687246,0.004208782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001098446,"threshold_uncertainty_score":0.003488958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116067927460786,"score_gpt":0.2026301892487622,"score_spread":0.1714695099741544,"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."}}