{"id":"W1918035763","doi":"10.1117/1.jpe.5.050998","title":"Exciton management for high brightness in organic light-emitting diodes","year":2015,"lang":"en","type":"article","venue":"Journal of Photonics for Energy","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canada Research Chairs; Australian Government; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"OLED; Brightness; Optoelectronics; Exciton; Diode; Materials science; Light-emitting diode; Environmental science; Nanotechnology; Optics; Physics","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":[0.000172271,0.0002062077,0.0001631441,0.0001526564,0.0004175064,0.000772766,0.0002667501,0.0002586544,0.001110301],"category_scores_gemma":[0.0002310877,0.0001176336,0.00009091408,0.0001979772,0.0002948666,0.00064841,0.0004142806,0.0003447496,0.0003204052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888286,"about_ca_system_score_gemma":0.0002587479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004008267,"about_ca_topic_score_gemma":0.001066309,"domain_scores_codex":[0.9999114,0.00001033045,0.000005625812,0.00001716107,0.00003546151,0.00002007213],"domain_scores_gemma":[0.9999171,0.00002828155,0.00002308733,0.000007964034,0.00001442091,0.000009015728],"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":[0.00003590459,0.00005875291,0.0002783217,0.0001257441,0.000004290086,0.0001456515,0.0001439737,0.002758717,0.9718198,0.008353022,0.0004409108,0.01583486],"study_design_scores_gemma":[0.00001217717,0.00008233718,0.0003904613,0.00001918618,0.000009771457,0.00009791667,0.00004874903,0.01092372,0.978006,0.001503355,0.008893515,0.00001280855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876055,0.008444314,0.07731389,0.0008802962,0.0001278303,0.00009011739,0.00008849784,0.0005807941,0.02486867],"genre_scores_gemma":[0.9768768,0.002907019,0.01586837,0.00009786119,0.00002238644,0.00003969512,0.00002987762,0.00005022558,0.00410781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001110301,"threshold_uncertainty_score":0.004997849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014783222383138,"score_gpt":0.2448480159204354,"score_spread":0.2300647935372974,"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."}}