{"id":"W2989813758","doi":"10.1186/s11671-019-3201-x","title":"Enhanced Performance of AlGaN-Based Deep Ultraviolet Light-Emitting Diodes with Chirped Superlattice Electron Deceleration Layer","year":2019,"lang":"en","type":"article","venue":"Nanoscale Research Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Institute of Technical Physics, Chinese Academy of Sciences; Wuhan National Laboratory for Optoelectronics; Chinese Academy of Sciences; National Natural Science Foundation of China; College of Family Physicians of Canada","keywords":"Materials science; Light-emitting diode; Optoelectronics; Diode; Chemical vapor deposition; Ultraviolet; Metalorganic vapour phase epitaxy; Electron; Superlattice; Quantum efficiency; Layer (electronics); Optics; Nanotechnology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008097219,0.0001776619,0.0001328614,0.0001097038,0.00007651449,0.000207708,0.0002398485,0.000149784,0.0005147458],"category_scores_gemma":[0.000135404,0.0001027106,0.000110139,0.00009611414,0.00009727797,0.0001589837,0.0001118993,0.0001292099,0.00009810951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121292,"about_ca_system_score_gemma":0.0001211919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007362099,"about_ca_topic_score_gemma":0.001264336,"domain_scores_codex":[0.9999583,0.000004509716,0.000001944969,0.000009777255,0.00001515999,0.00001036384],"domain_scores_gemma":[0.9999241,0.00001755084,0.00002181789,0.000007560511,0.00001719295,0.00001184044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005706588,0.00001103592,0.00048032,0.00001704614,0.000005238565,0.00003698056,0.00001588559,0.0008640638,0.997361,0.00006604864,0.00003425431,0.001051027],"study_design_scores_gemma":[0.00002141101,0.0002757717,0.004072695,0.000005651603,0.00001524827,0.00007582767,0.00001773012,0.02579644,0.9690679,0.00003455732,0.0006075086,0.00000934219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987143,0.0001216515,0.0006796225,0.00001112724,0.000005466626,0.000002128326,0.00001917024,0.00004421117,0.000402364],"genre_scores_gemma":[0.9986166,0.00005049619,0.0009605441,0.000005795618,0.000001411335,0.000002198225,0.00001437489,0.000004201806,0.0003442789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007362099,"threshold_uncertainty_score":0.002264678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657790897231861,"score_gpt":0.2799168775259264,"score_spread":0.2633389685536078,"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."}}