{"id":"W1501483656","doi":"10.1049/el.2011.0828","title":"Cooperative opportunistic beamforming using integrated relay node prototype","year":2011,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Relay; Beamforming; Node (physics); Computer science; Transmission (telecommunications); Computer network; Simple (philosophy); Relay channel; Link Access Procedure for Frame Relay; Throughput; Electronic engineering; Telecommunications; Engineering; Wireless; Power (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":[0.0003437539,0.000194546,0.000176473,0.0001173709,0.0003577971,0.0001075093,0.0009694891,0.00005081149,0.00006353965],"category_scores_gemma":[0.00005062446,0.0001804833,0.00005375993,0.0006099693,0.00006935978,0.0004460551,0.0002314756,0.0004498026,0.00003130547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478995,"about_ca_system_score_gemma":0.0002785776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001405854,"about_ca_topic_score_gemma":0.00002724276,"domain_scores_codex":[0.9985954,0.0001722742,0.0002694298,0.0003378324,0.0001604646,0.0004646694],"domain_scores_gemma":[0.998939,0.00004765364,0.0001135012,0.0006625645,0.000142566,0.00009466228],"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":[0.0001455538,0.000378317,0.0009404402,0.00003222084,0.0003137304,0.0001132351,0.01524383,0.003403349,0.3979245,0.5115516,0.003163782,0.06678953],"study_design_scores_gemma":[0.0009725161,0.0005284674,0.0002241419,0.0001725923,0.0000411624,0.0001209083,0.00009868922,0.9045745,0.03236024,0.0004758746,0.05922621,0.001204713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03980553,0.0003689044,0.9557545,0.001155074,0.0001594899,0.0004553306,0.000001075999,0.0002195883,0.002080482],"genre_scores_gemma":[0.8461601,0.0003101374,0.1478949,0.005279069,0.00005367762,0.00007642916,0.00001727358,0.00003476121,0.0001737106],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9011711,"threshold_uncertainty_score":0.7359895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828229265410955,"score_gpt":0.27019187936423,"score_spread":0.2019095867101204,"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."}}