{"id":"W2167074200","doi":"10.1109/vetec.1996.504062","title":"Analysis of two-layered adaptive transmission systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Channel (broadcasting); Channel state information; Link adaptation; Phase-shift keying; Transmitter; Bit error rate; Rayleigh fading; Transmission (telecommunications); Signal-to-noise ratio (imaging); Precoding; Channel capacity; Fading; Electronic engineering; Computer network; Telecommunications; Wireless; Engineering; MIMO","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":[0.00004016494,0.0000683964,0.0001904037,0.0002006047,0.00001504764,0.000004235666,0.0001469192,0.00003320105,0.0002101135],"category_scores_gemma":[0.000002010729,0.00006303537,0.00006661472,0.0005513017,0.00001469956,0.00007535086,0.000009246453,0.00005905613,0.000005185111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661693,"about_ca_system_score_gemma":7.416706e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000372536,"about_ca_topic_score_gemma":0.000005946789,"domain_scores_codex":[0.9995592,0.00002017093,0.0001968482,0.00006445052,0.00008433025,0.00007497638],"domain_scores_gemma":[0.9995352,0.00004267234,0.00002682661,0.0003302401,0.00003512704,0.00002991758],"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":[0.000002070381,0.00002934929,0.000132469,0.00002415373,0.0004246767,4.853464e-7,0.0003072749,0.939906,0.01771839,0.006029188,0.0003145389,0.0351114],"study_design_scores_gemma":[0.00007122441,0.00000998403,0.00008551589,0.00001420595,0.00006698786,2.354464e-7,0.00005073393,0.9790092,0.01980083,0.00003605154,0.0007817582,0.00007330263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004731888,0.001362554,0.9673225,0.000009297941,0.00001327236,0.00009037509,0.000005658986,0.0005739079,0.0258905],"genre_scores_gemma":[0.9804214,0.0004707309,0.01886611,0.000003273645,0.000003305776,0.00001617989,0.000004392023,0.00001186266,0.0002027266],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9756895,"threshold_uncertainty_score":0.2570508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785516774273468,"score_gpt":0.2507207945584395,"score_spread":0.2228656268157049,"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."}}