{"id":"W2130581765","doi":"10.1109/tit.2010.2059630","title":"On the Limitations of the Naive Lattice Decoding","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Information Theory","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Decoding methods; Multiplexing; Fading; MIMO; Upper and lower bounds; Lattice (music); Mathematics; Algorithm; Diversity gain; Maximum likelihood; Computer science; Topology (electrical circuits); Discrete mathematics; Telecommunications; Combinatorics; Statistics; Physics; Channel (broadcasting); 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":[0.009585869,0.0009015648,0.001595234,0.001028406,0.001383957,0.003052246,0.001785088,0.00240306,0.002896544],"category_scores_gemma":[0.0495675,0.0006912434,0.000598292,0.001435729,0.003963913,0.007235551,0.003849784,0.003302619,0.001925141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323965,"about_ca_system_score_gemma":0.002373467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928026,"about_ca_topic_score_gemma":0.001594633,"domain_scores_codex":[0.9887142,0.005533495,0.0004782752,0.0006168729,0.004179258,0.0004779146],"domain_scores_gemma":[0.9627764,0.02847044,0.0009611565,0.004508961,0.0030119,0.0002712579],"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":[0.000380181,0.00006664323,0.001413092,0.0004683965,0.00006420873,0.0002389667,0.0003894939,0.1482824,0.004592924,0.6910847,0.00641688,0.1466021],"study_design_scores_gemma":[0.00007961501,0.0001006662,0.0001524009,0.0001521895,0.00001974174,0.0006937609,0.0001076063,0.5264436,0.00391098,0.4605074,0.007731941,0.0001000309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01564814,0.004462581,0.9437749,0.004840867,0.0003475466,0.00007904114,0.0001502403,0.0005452035,0.03015159],"genre_scores_gemma":[0.6859294,0.0075981,0.2961969,0.00262408,0.0007917493,0.0003233965,0.0003421175,0.0002742474,0.005919992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009585869,"threshold_uncertainty_score":0.05069554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385577405410906,"score_gpt":0.2508343230203681,"score_spread":0.2122765824792775,"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."}}