{"id":"W1994844879","doi":"10.1016/j.comnet.2013.08.023","title":"Joint optimal AF relay assignment and power allocation in wireless cooperative networks","year":2013,"lang":"en","type":"article","venue":"Computer Networks","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Relay; Joint (building); Wireless; Computer network; Power (physics); Telecommunications; Wireless network","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":[0.0005017742,0.0003022153,0.0003468029,0.0001308279,0.0002570685,0.0005780977,0.0007949532,0.0001583939,0.00005828724],"category_scores_gemma":[0.00000864018,0.000282619,0.00005537058,0.00060274,0.0001071326,0.000776028,0.001120692,0.0005590374,0.00003201134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222125,"about_ca_system_score_gemma":0.00004129269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300352,"about_ca_topic_score_gemma":0.00002111873,"domain_scores_codex":[0.9977557,0.0004085401,0.0005127892,0.0006237614,0.0001982295,0.0005009795],"domain_scores_gemma":[0.998451,0.0002035402,0.0001425657,0.0008004546,0.000210386,0.0001920743],"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":[0.000007848654,0.0001520623,0.001177598,0.000004636138,0.00004160648,0.00001209604,0.001150396,0.7331239,0.00009266888,0.03945781,0.01019387,0.2145855],"study_design_scores_gemma":[0.0005370873,0.0001237644,0.01469397,0.0001099429,0.000002952022,0.00001396684,0.00001910781,0.983375,0.00002667915,0.00005031652,0.0007151571,0.0003320966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03350582,0.001044257,0.9621177,0.001571195,0.0005688934,0.0005748158,1.798237e-7,0.0001468636,0.0004703134],"genre_scores_gemma":[0.9721358,0.001076196,0.02482339,0.001504633,0.0001963798,0.0001236988,0.00001109382,0.00002056139,0.000108216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.93863,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999029148705226,"score_gpt":0.2350745795370554,"score_spread":0.2150842880500031,"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."}}