{"id":"W2098500765","doi":"10.1109/tit.2011.2111650","title":"Asymptotic Analysis of Amplify and Forward Relaying in a Parallel MIMO Relay Network","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Information Theory","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Relay; MIMO; Multiplexing; Beamforming; Topology (electrical circuits); Computer science; Power (physics); Mathematics; Telecommunications; Combinatorics; Physics","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":[0.000789853,0.0001030587,0.0001951094,0.0005623815,0.000159658,0.00004095455,0.0003343807,0.00006782085,0.00006982939],"category_scores_gemma":[0.00001134555,0.00009913528,0.00008010605,0.001398577,0.0000556982,0.00110072,0.000007675125,0.0002130864,0.00001698407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003484913,"about_ca_system_score_gemma":0.00002609899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009895054,"about_ca_topic_score_gemma":0.00004847744,"domain_scores_codex":[0.9989628,0.0001956974,0.0004525705,0.0001103248,0.0001253004,0.0001533675],"domain_scores_gemma":[0.9990085,0.0002606052,0.0001550482,0.0004495411,0.00007490128,0.00005145445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001458702,0.0001286095,0.0006642506,0.00002476811,0.0004612096,7.550377e-7,0.02757722,0.3753433,0.0000222222,0.381375,0.00006389007,0.2141929],"study_design_scores_gemma":[0.001299745,0.0002216604,0.02374228,0.0001457676,0.0002910587,0.000007508283,0.0008854045,0.9618229,0.0005512705,0.009584255,0.0009429353,0.0005051939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009432989,0.00007271531,0.9860175,0.00005078482,0.0001124481,0.0001374179,0.00000269649,0.000058296,0.004115127],"genre_scores_gemma":[0.9843406,0.0004087754,0.01487126,0.0002969246,0.000003301108,0.00003125398,0.000002956376,0.000003342146,0.00004156986],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9749076,"threshold_uncertainty_score":0.4042619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698372831110441,"score_gpt":0.2433059930569498,"score_spread":0.2163222647458454,"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."}}