{"id":"W2149271506","doi":"10.1109/isit.2009.5205547","title":"On the Degrees of Freedom of the 3-user Gaussian interference channel: The symmetric case","year":2009,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Degrees of freedom (physics and chemistry); Interference (communication); Channel (broadcasting); Measure (data warehouse); Gaussian; Function (biology); Topology (electrical circuits); Irrational number; Set (abstract data type); Mathematics; Computer science; Control theory (sociology); Combinatorics; Telecommunications; Physics; Geometry; Artificial intelligence; Quantum mechanics","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":[0.001367886,0.0009745604,0.0007107686,0.0006693336,0.000847548,0.001603937,0.0005362749,0.0006476043,0.002315234],"category_scores_gemma":[0.003753602,0.0002788095,0.0005617419,0.0007826086,0.00272895,0.001683901,0.001396837,0.001174985,0.0003987973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008616754,"about_ca_system_score_gemma":0.0007978342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307468,"about_ca_topic_score_gemma":0.00100852,"domain_scores_codex":[0.998731,0.0004775928,0.00003211283,0.00009363882,0.0003671356,0.0002984888],"domain_scores_gemma":[0.9977421,0.001448079,0.0002638893,0.0002357659,0.0002084214,0.0001017542],"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":[0.0001723494,0.00002701547,0.0004727824,0.000115875,0.00002201591,0.0004301934,0.0001755566,0.1756767,0.005521372,0.8034026,0.00127724,0.01270629],"study_design_scores_gemma":[0.00002853579,0.0001138301,0.0005451654,0.00007863468,0.00001983541,0.0005279094,0.0001653256,0.4988468,0.002934815,0.4936389,0.003025387,0.00007486033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2373508,0.003441408,0.686525,0.001193833,0.0001808742,0.00005240908,0.0002623457,0.00009552303,0.07089772],"genre_scores_gemma":[0.9817617,0.001862165,0.0135504,0.0001164841,0.0001191996,0.00004478581,0.0000628301,0.00002161829,0.002460819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002315234,"threshold_uncertainty_score":0.007745206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169206911515472,"score_gpt":0.2393953331350526,"score_spread":0.2177032640198978,"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."}}