{"id":"W1995956904","doi":"10.1109/isit.2014.6874953","title":"The separability and ergodic sum-rate of parallel Gaussian interference channels","year":2014,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Decoding methods; Ergodic theory; Gaussian; Mathematics; Diagonal; Coding (social sciences); Power control; Covariance matrix; Fading; Algorithm; Channel (broadcasting); Computer science; Topology (electrical circuits); Control theory (sociology); Telecommunications; Power (physics); Combinatorics; Statistics; Physics; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002587728,0.002235076,0.001665561,0.001628091,0.001094338,0.002755308,0.00156619,0.001000513,0.003517701],"category_scores_gemma":[0.01356641,0.0007916066,0.001271921,0.001926896,0.002712396,0.0028319,0.002786867,0.002337662,0.0008030816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029043,"about_ca_system_score_gemma":0.001652544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195352,"about_ca_topic_score_gemma":0.0008304248,"domain_scores_codex":[0.9976805,0.0008443613,0.00008373555,0.0002815382,0.0006314904,0.0004782075],"domain_scores_gemma":[0.9890996,0.008087793,0.001101267,0.0006494617,0.000827031,0.0002348539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004589826,0.0001113433,0.0008692471,0.0005077711,0.0001653648,0.0005684901,0.0003870958,0.4760989,0.009997776,0.4811616,0.002361372,0.02731208],"study_design_scores_gemma":[0.00002124289,0.0000990995,0.0004437567,0.00009022647,0.00007765333,0.0004777306,0.0001056658,0.7798896,0.006585691,0.2099993,0.002151528,0.0000585025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1001645,0.002909263,0.8500063,0.0007845541,0.00007597058,0.00009595598,0.0006443203,0.0003421284,0.04497692],"genre_scores_gemma":[0.9492464,0.002727324,0.04222618,0.0001237529,0.0001525485,0.000267097,0.000408264,0.0001231394,0.004725273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003517701,"threshold_uncertainty_score":0.01472181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131857560579203,"score_gpt":0.2401314580428374,"score_spread":0.2269457019849171,"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."}}