{"id":"W2170489687","doi":"10.1109/led.2007.909854","title":"Electrical Compensation of OLED Luminance Degradation","year":2007,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"IGNIS Innovation (Canada); University of Waterloo","funders":"","keywords":"AMOLED; OLED; Luminance; Materials science; Compensation (psychology); Optoelectronics; Diode; Pixel; Degradation (telecommunications); Active matrix; Computer science; Electronic engineering; Thin-film transistor; Engineering; Telecommunications; Artificial intelligence; Nanotechnology","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":[0.0001038752,0.0002277441,0.0001428599,0.0001671281,0.0001545282,0.0002523835,0.0002869145,0.0001988727,0.0009726412],"category_scores_gemma":[0.0003553805,0.00008489584,0.00008299165,0.00008730546,0.000153123,0.0003132537,0.000253768,0.0002286076,0.0001713637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248977,"about_ca_system_score_gemma":0.0001240567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575997,"about_ca_topic_score_gemma":0.0003360102,"domain_scores_codex":[0.9998715,0.00001011595,0.00000853549,0.00002991623,0.00005526808,0.00002456741],"domain_scores_gemma":[0.9998206,0.00002804238,0.00004211953,0.00002521746,0.0000694045,0.00001465493],"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":[0.00002564274,0.000007425951,0.0002184915,0.00001579538,0.000001923504,0.00003322537,0.00001278026,0.0001025465,0.9944442,0.0001002285,0.00003416097,0.005003617],"study_design_scores_gemma":[0.00000599013,0.00007139959,0.001346413,0.000002047716,0.000002937983,0.00008246495,0.000007347791,0.001570807,0.9957443,0.00003799149,0.001125526,0.000002767122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668952,0.0008709204,0.02913481,0.0002017243,0.0001113609,0.00002866276,0.00009734288,0.0004780121,0.002181965],"genre_scores_gemma":[0.99369,0.000207278,0.004445578,0.00005452532,0.00003187341,0.00001178548,0.00005887069,0.00002910844,0.001470952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009726412,"threshold_uncertainty_score":0.003253758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009310561385049645,"score_gpt":0.2475889203688923,"score_spread":0.2382783589838427,"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."}}