{"id":"W4392364081","doi":"10.1021/acsaom.3c00432","title":"Differences in Spontaneous Electron Transfer in Red, Green, and Blue Quantum Dot Light-Emitting Devices and Its Benefits for Electroluminescence Efficiency","year":2024,"lang":"en","type":"article","venue":"ACS Applied Optical Materials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electroluminescence; Quantum dot; Optoelectronics; Materials science; Green-light; Light-emitting diode; Red light; Blue light; Electron; Physics; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003327905,0.0002026004,0.0001356503,0.0001108129,0.0001087145,0.0004993753,0.0003052235,0.0002655461,0.0007343293],"category_scores_gemma":[0.0005385957,0.0001346174,0.0001621512,0.00009561484,0.0001780028,0.0004615284,0.0002180081,0.000225197,0.0001883133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229743,"about_ca_system_score_gemma":0.0001083504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002325637,"about_ca_topic_score_gemma":0.0004152303,"domain_scores_codex":[0.9998387,0.00002774133,0.00001382104,0.00004453433,0.00004847609,0.00002663271],"domain_scores_gemma":[0.9998249,0.0000772878,0.00002312023,0.00002529185,0.00003594443,0.00001337735],"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":[0.00003535745,0.00001647699,0.0004008097,0.00002785758,0.000005568577,0.00003096226,0.00002421536,0.0002615624,0.996906,0.0004098409,0.00001978473,0.001861528],"study_design_scores_gemma":[0.000005887292,0.0001105777,0.003012503,0.000004484389,0.00001279018,0.00009255332,0.00003487821,0.005598344,0.9902601,0.0001481261,0.000714304,0.000005510498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990476,0.0004997699,0.007045298,0.00004684199,0.00001407136,0.00001137311,0.00006207953,0.00007083642,0.001773719],"genre_scores_gemma":[0.9967295,0.0001743731,0.002204527,0.00002516678,0.000002050982,0.00001606816,0.00005886145,0.00001404969,0.0007754164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007343293,"threshold_uncertainty_score":0.002456605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698322294336219,"score_gpt":0.2287494480111188,"score_spread":0.2117662250677567,"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."}}