{"id":"W2121891947","doi":"10.1109/vetecs.2005.1543475","title":"A Simple form for the Two-Dimensional Q-function Suitable for Performance Evaluation of Communication Systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Error Correcting Code Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Simple (philosophy); Function (biology); Range (aeronautics); Gaussian; Set (abstract data type); Mathematics; Expression (computer science); Rational function; Gaussian integral; Gaussian function; Applied mathematics; Discrete mathematics; Computer science; Pure mathematics; Mathematical analysis; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003733424,0.00007848912,0.0001014984,0.00006134048,0.0002809963,0.00005192981,0.0005303949,0.00003951337,0.000005255398],"category_scores_gemma":[0.0001460268,0.00005622283,0.00005598948,0.0001663261,0.00001978495,0.0006011956,0.0001004768,0.0000561429,0.000002463286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204215,"about_ca_system_score_gemma":0.00009180092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259464,"about_ca_topic_score_gemma":0.0001528903,"domain_scores_codex":[0.9990069,0.00005972356,0.0002672164,0.0001622683,0.0003462665,0.0001575862],"domain_scores_gemma":[0.9975434,0.0007347646,0.0001846548,0.0006525374,0.000867533,0.00001711303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001158997,0.0001810127,0.0008388853,0.0000828269,0.00007298772,6.58228e-9,0.001041738,0.3422982,0.004184283,0.1626732,0.01965834,0.4688525],"study_design_scores_gemma":[0.0004472519,0.0001459849,0.0005008619,0.00002186356,0.00003156979,0.000002140904,0.00004149122,0.9859699,0.00722152,0.002651376,0.002894372,0.00007167472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07740181,0.0003187991,0.9187765,0.0004227499,0.0002146976,0.001856777,0.000002571045,0.0002099181,0.0007961768],"genre_scores_gemma":[0.930106,0.000003725276,0.06876431,0.00008745908,0.0000510653,0.0007703444,0.00001176885,0.00000744998,0.0001978679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8527042,"threshold_uncertainty_score":0.22927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05752656292827429,"score_gpt":0.3282645456521245,"score_spread":0.2707379827238502,"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."}}