{"id":"W2039708129","doi":"10.1063/1.4870836","title":"Decoupled luminance decay and voltage drift in polymer light-emitting electrochemical cells: Forward bias vs. reverse bias operation","year":2014,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Luminance; Optoelectronics; Voltage; Materials science; Doping; Biasing; Quenching (fluorescence); Electroluminescence; Luminescence; Current (fluid); Optics; Electrical engineering; Physics; Nanotechnology; Fluorescence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004046224,0.0003220382,0.0003659322,0.000103242,0.00009129723,0.0001077352,0.0002683704,0.000140696,0.00001234756],"category_scores_gemma":[0.00003335301,0.0003461859,0.00006052614,0.0003989924,0.00006373849,0.0001822336,0.00009272444,0.0005562798,0.00008655151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419244,"about_ca_system_score_gemma":0.0000218916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002862831,"about_ca_topic_score_gemma":0.000009194192,"domain_scores_codex":[0.9980983,0.00003738254,0.0003819007,0.0004812258,0.0003284157,0.0006728303],"domain_scores_gemma":[0.9991071,0.0002748003,0.0000664746,0.0004029979,0.00002142479,0.0001272402],"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":[0.00001543954,0.00002297257,0.0006204942,0.00009698229,0.00002696497,0.000003161404,0.0005696298,0.0001620454,0.9949858,0.0006621399,0.001921857,0.0009124918],"study_design_scores_gemma":[0.0006734197,0.0000156993,0.0001085773,0.00004494001,0.00001600259,0.000001782643,0.00003315957,0.01189414,0.9852586,0.00001499499,0.001560857,0.0003778317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858042,0.00009831569,0.01226879,0.0003900562,0.0001125198,0.0003123913,0.000002001165,0.0001985795,0.0008131269],"genre_scores_gemma":[0.9974965,0.00003768854,0.001113474,0.000710548,0.0004143044,0.00006522513,0.00001953708,0.0001064256,0.00003632276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173209,"threshold_uncertainty_score":0.999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008748271450938514,"score_gpt":0.2077458681315631,"score_spread":0.1989975966806246,"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."}}