{"id":"W2108061505","doi":"10.1109/isit.2006.262037","title":"Multi-Keyhole MIMO Channels: Asymptotic Analysis of Outage Capacity","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Keyhole; Channel (broadcasting); Rank (graph theory); MIMO; Channel capacity; Gaussian; Mathematics; Topology (electrical circuits); Applied mathematics; Computer science; Telecommunications; Physics; Engineering; Combinatorics","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":[0.0000716307,0.000116962,0.0002691481,0.0002543608,0.00001984703,0.00001019389,0.00007824875,0.00006456471,0.00008235634],"category_scores_gemma":[0.0000137435,0.0001163462,0.00009897049,0.0006913657,0.00001845086,0.0001274627,0.00001077252,0.00005055571,0.00001949245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005867745,"about_ca_system_score_gemma":0.000002602378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002993288,"about_ca_topic_score_gemma":0.0003834908,"domain_scores_codex":[0.9993149,0.00001332617,0.0002927645,0.0001317528,0.00008639378,0.0001608418],"domain_scores_gemma":[0.9996222,0.00002391809,0.00004664007,0.0002225966,0.00005391727,0.00003077648],"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":[5.992121e-7,0.00002262846,0.00187551,0.00002989245,0.0001519309,5.924884e-7,0.00007968413,0.9908125,0.006706255,0.0001851555,0.00007422872,0.00006103807],"study_design_scores_gemma":[0.000198389,0.000005513858,0.002509775,0.000007858343,0.0001609303,4.428117e-7,0.000049728,0.9873503,0.009445777,0.00001735337,0.000119707,0.0001342485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09071249,0.0001403697,0.9048735,0.000003440306,0.000152453,0.0001145503,0.00001983486,0.0002685765,0.003714734],"genre_scores_gemma":[0.962409,0.000006030551,0.03664266,0.000004793616,0.00003199816,0.000008875897,0.00003603173,0.00002164063,0.0008389476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8716965,"threshold_uncertainty_score":0.4744461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397676550267947,"score_gpt":0.2149802645378871,"score_spread":0.2010034990352076,"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."}}