{"id":"W4383602834","doi":"10.1021/acsami.3c05272","title":"Influence of Encapsulation on the Efficiency and Positive Aging Behavior in Blue Quantum Dot Light-Emitting Devices","year":2023,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada); University of Waterloo","funders":"China Scholarship Council; Huawei Technologies","keywords":"Materials science; Quantum dot; Optoelectronics; Exciton; Ultraviolet; Light-emitting diode; X-ray photoelectron spectroscopy; Quantum efficiency; Electron; Nanotechnology; Nuclear magnetic resonance; Physics","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":[0.001361958,0.0002046496,0.0003188339,0.0001396591,0.0001734631,0.0001959359,0.0003308438,0.00007509882,0.00007538421],"category_scores_gemma":[0.0001145785,0.0001316217,0.00001055623,0.0002101186,0.0001564836,0.0001804485,0.0002010214,0.00007611854,0.000118213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002153854,"about_ca_system_score_gemma":0.00001947906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002817371,"about_ca_topic_score_gemma":0.00002212518,"domain_scores_codex":[0.9983751,0.0001498633,0.0005440462,0.0003666957,0.0002531938,0.0003111482],"domain_scores_gemma":[0.9989929,0.0004090529,0.0002868147,0.0002384449,0.00004823423,0.00002459486],"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":[0.00006950189,0.00003059809,0.0002090561,0.00005643634,0.000004070253,0.00000209004,0.003317181,0.0005002792,0.9925621,0.003064276,0.00001003372,0.000174433],"study_design_scores_gemma":[0.0001062748,0.00007946612,0.01323418,0.0002766988,0.00001597648,0.000001848668,0.001438508,0.00001530465,0.984381,0.0002817374,0.000007065879,0.0001619161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987568,0.0001104192,9.048163e-7,0.0003036883,0.0001448427,0.0004279735,0.00003685996,0.000074725,0.0001437356],"genre_scores_gemma":[0.9996698,0.00005543188,0.00001660363,0.00007314181,0.0000347223,0.0001146073,0.000003435263,0.00002004601,0.00001214698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302513,"threshold_uncertainty_score":0.5367377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849594380864746,"score_gpt":0.2535329305654808,"score_spread":0.2350369867568333,"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."}}