{"id":"W3100098989","doi":"10.1002/adfm.202007119","title":"Efficient Solution‐Processed Hyperfluorescent OLEDs with Spectrally Narrow Emission at 840 nm","year":2020,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Canada Foundation for Innovation; Samsung Advanced Institute of Technology","keywords":"OLED; Materials science; Electroluminescence; Optoelectronics; Fluorescence; Quantum efficiency; Phosphorescence; Dopant; Exciton; Doping; Optics; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001342413,0.0002932104,0.0002176857,0.0002297857,0.0001462567,0.000376839,0.0002820177,0.0003988439,0.001983053],"category_scores_gemma":[0.0001759186,0.0001841136,0.0001768099,0.0001298156,0.0002005145,0.0003914051,0.0001570264,0.000466293,0.0006787578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972222,"about_ca_system_score_gemma":0.0002235463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003918757,"about_ca_topic_score_gemma":0.0007681209,"domain_scores_codex":[0.9999342,0.000006271302,0.000004499786,0.00001630048,0.00002338604,0.000015294],"domain_scores_gemma":[0.9999341,0.00001630533,0.00001952066,0.000003650278,0.00001864989,0.00000784167],"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":[0.00001101756,0.000007191786,0.00002543332,0.0000267142,0.000001554178,0.00001659971,0.000008230292,0.00004612782,0.9988985,0.00009356347,0.00005880369,0.0008060739],"study_design_scores_gemma":[0.000005837512,0.00002349246,0.0001788881,0.000002926377,0.000002101268,0.00003644613,0.00000733996,0.0005157953,0.9981457,0.00001783851,0.001060906,0.000002718561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974309,0.001860292,0.01687679,0.0001713727,0.00007990954,0.00003230769,0.0003892887,0.0003090665,0.005971992],"genre_scores_gemma":[0.9742821,0.000997134,0.01744488,0.00009018088,0.00001866823,0.00003962905,0.0003132311,0.0000522546,0.006761893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001983053,"threshold_uncertainty_score":0.006633937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121413629278767,"score_gpt":0.1975993805931177,"score_spread":0.1863852443003301,"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."}}