{"id":"W1967294339","doi":"10.1109/glocom.2011.6133944","title":"Ergodic Capacity of a DSL Binder Channel","year":2011,"lang":"en","type":"article","venue":"","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Digital subscriber line; Upper and lower bounds; Channel (broadcasting); Channel capacity; Computer science; Ergodic theory; Bounded function; Interference (communication); Capacity planning; Gaussian; Ergodicity; Topology (electrical circuits); Algorithm; Electronic engineering; Telecommunications; Mathematics; Statistics; Engineering; Electrical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004368897,0.00004174494,0.00005915898,0.0000405814,0.00001115742,0.000001362574,0.000119973,0.00002546389,0.0003012283],"category_scores_gemma":[0.000004864691,0.00003672296,0.00002391394,0.00007300435,0.00001893173,0.00003992487,0.00002242164,0.00004909117,0.00003799588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005709263,"about_ca_system_score_gemma":0.000003407337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008661913,"about_ca_topic_score_gemma":0.00003477296,"domain_scores_codex":[0.9997761,0.000005295949,0.00008671672,0.0000328752,0.00002987127,0.00006914757],"domain_scores_gemma":[0.999658,0.000008044285,0.000007910216,0.0002821129,0.00001755601,0.00002638146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000142294,0.003853132,0.02809067,0.001485551,0.001756714,0.00002072307,0.07535668,0.007170021,0.3039966,0.3966056,0.1434063,0.03811567],"study_design_scores_gemma":[0.002036714,0.0002407977,0.1586323,0.0001460756,0.0001013554,0.00002701165,0.0009734394,0.1257499,0.6583219,0.0128167,0.03950447,0.001449303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7353244,0.0002685936,0.01404979,0.00001987909,0.0001222196,0.00005787024,0.000005095708,0.0002001737,0.249952],"genre_scores_gemma":[0.9969254,0.00005282623,0.002806282,0.00001306786,0.000006892005,0.000004825021,9.448567e-7,0.000007213956,0.0001826038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3837889,"threshold_uncertainty_score":0.3298239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0637501402515109,"score_gpt":0.2062505024837801,"score_spread":0.1425003622322692,"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."}}