{"id":"W2093879263","doi":"10.1002/adma.201402535","title":"Exciton‐Stimulated Molecular Transformation in Organic Light‐Emitting Diodes","year":2014,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"OLED; Materials science; Exciton; Optoelectronics; Diode; Electrochromism; Transformation (genetics); Nanotechnology; Electrode","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":[0.00009643169,0.0001139483,0.00007745556,0.0001198625,0.0001006584,0.000260423,0.0001039907,0.0001756427,0.0008766944],"category_scores_gemma":[0.0001215992,0.000121534,0.00007051368,0.0001157627,0.0001662422,0.0001866529,0.0001121479,0.0002518544,0.000171451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155664,"about_ca_system_score_gemma":0.00009181966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000361466,"about_ca_topic_score_gemma":0.0004076877,"domain_scores_codex":[0.9999598,0.000009699223,0.000001709872,0.000007008937,0.00001439395,0.000007349451],"domain_scores_gemma":[0.9999634,0.0000199124,0.000005774659,0.000002148842,0.000004287852,0.000004540041],"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":[0.00005425923,0.0000230539,0.0001052869,0.00004224222,0.000002589118,0.00005893835,0.00001708429,0.0005534977,0.9935236,0.001426274,0.0001071215,0.004085944],"study_design_scores_gemma":[0.00001727434,0.0001173255,0.001000496,0.000004723248,0.000005113131,0.000125585,0.00001470197,0.005401225,0.9902877,0.0003099748,0.002709008,0.000006974732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804921,0.003750239,0.006416976,0.0001699198,0.00005395728,0.00001833827,0.00006621092,0.0001249656,0.008907207],"genre_scores_gemma":[0.9952968,0.001108402,0.001275381,0.00001590547,0.00001187503,0.00000791838,0.0000305511,0.000008417038,0.002244767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008766944,"threshold_uncertainty_score":0.002932847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00409079456838768,"score_gpt":0.2214165179307646,"score_spread":0.2173257233623769,"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."}}