{"id":"W2109825376","doi":"10.1109/twc.2011.030311.100589","title":"Low Complexity Selection Cooperation Techniques Using Information Accumulation in Dual-Hop Relaying Networks","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rayleigh fading; Relay; Hop (telecommunications); Computer science; Fading; Transmission (telecommunications); Signal-to-noise ratio (imaging); Algorithm; Outage probability; Decoding methods; Mathematics; Topology (electrical circuits); Computer network; Telecommunications; Physics; Combinatorics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006553089,0.0002577898,0.0002473365,0.0006230833,0.001224928,0.0002297321,0.001065521,0.000191322,0.00004082605],"category_scores_gemma":[0.00001453947,0.0002958453,0.00009208826,0.001908818,0.0001644612,0.003119889,0.0000496874,0.0007873498,0.00002732906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003909222,"about_ca_system_score_gemma":0.0001245085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002109892,"about_ca_topic_score_gemma":0.001260532,"domain_scores_codex":[0.9977494,0.0006492329,0.0007658896,0.0002927001,0.0002267417,0.0003160102],"domain_scores_gemma":[0.9972125,0.0001993136,0.0002744486,0.001798413,0.0004231925,0.00009212874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001271311,0.002066844,0.00066,0.00005070545,0.00009147207,0.000001972669,0.01272497,0.2077476,0.009693893,0.1323549,0.0001094545,0.634371],"study_design_scores_gemma":[0.0003641823,0.00007034988,0.0009321659,0.0001437642,0.00001336022,0.00001429231,0.00008691256,0.9843888,0.01317304,0.0002716195,0.0002114449,0.0003300149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02305215,0.00004462278,0.9740866,0.0003216124,0.0002033866,0.0006302607,0.000004647363,0.0005217086,0.001135048],"genre_scores_gemma":[0.9218973,0.001059436,0.0764756,0.0003066317,0.00001727983,0.0001780416,0.00002913311,0.00001865018,0.00001791322],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8988451,"threshold_uncertainty_score":0.9999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447510464307607,"score_gpt":0.3279241871680669,"score_spread":0.1831731407373062,"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."}}