{"id":"W2169600795","doi":"10.1109/glocom.2009.5426225","title":"Downlink Distributed Beamforming through Relay Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Beamforming; Relay; Telecommunications link; Computer science; Transmitter power output; Transmitter; Antenna (radio); Precoding; Relaxation (psychology); Power (physics); Electronic engineering; Computer network; Telecommunications; MIMO; 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":[0.0001932056,0.0001116083,0.0001190356,0.00002482683,0.0002867781,0.0001605518,0.0009569593,0.00005250157,0.00004663188],"category_scores_gemma":[0.00002689854,0.00009314868,0.00005276584,0.000563146,0.00002092823,0.0006182373,0.00022733,0.0001987688,0.00003821337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003859172,"about_ca_system_score_gemma":0.00002137799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001884975,"about_ca_topic_score_gemma":0.000006423784,"domain_scores_codex":[0.9991329,0.00005853326,0.0002085935,0.0002272537,0.0001194563,0.0002532108],"domain_scores_gemma":[0.9989803,0.0000751609,0.00005254303,0.000749886,0.00007994937,0.00006215731],"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":[0.000002597146,0.00005430262,0.0000743542,6.162252e-7,0.00000789662,0.000003545864,0.0003497231,0.006209875,0.0001336181,0.7519166,0.01005366,0.2311931],"study_design_scores_gemma":[0.000311972,0.00008556421,0.002002663,0.00002626438,0.000003337932,0.0000139213,0.0000175092,0.8841663,0.0003592904,0.003465408,0.1092659,0.0002818531],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004563423,0.0004454902,0.9728729,0.005900262,0.0001366808,0.00008926094,4.044804e-7,0.000352284,0.01974638],"genre_scores_gemma":[0.8937922,0.0008521806,0.10087,0.003872814,0.00008724588,0.000004376535,0.000018607,0.000003695895,0.0004988873],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8933358,"threshold_uncertainty_score":0.3798493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849153270027056,"score_gpt":0.2786294221146024,"score_spread":0.2501378894143318,"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."}}