{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006017323,0.0002256321,0.0003402936,0.0001652477,0.00004717195,0.00008181314,0.000231288,0.0001348103,0.0003656164],"category_scores_gemma":[0.0002745788,0.0002297738,0.00003309817,0.0003386321,0.00001808448,0.0003870233,0.00003484893,0.0001458701,0.0001951914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744808,"about_ca_system_score_gemma":0.00001579331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007791099,"about_ca_topic_score_gemma":0.000004883162,"domain_scores_codex":[0.9983588,0.00009008624,0.0005255804,0.0002380364,0.0002953019,0.0004921549],"domain_scores_gemma":[0.9994143,0.00008016633,0.00004688197,0.0003159504,0.00006257039,0.00008012269],"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":[0.00001200722,0.00001144941,0.00001919556,0.0001812705,0.00001318312,0.000006067962,0.0004159849,0.00216692,0.9955744,0.0002234084,0.00001202583,0.001364074],"study_design_scores_gemma":[0.0006067304,0.00003113318,0.0001352353,0.0001154568,0.000006727573,0.000005202549,0.00003605301,0.003214275,0.9936963,0.0002696572,0.001624669,0.0002585843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903831,0.0001089538,0.006009084,0.00009140795,0.000425161,0.0003191847,0.000007367479,0.0004622907,0.00219339],"genre_scores_gemma":[0.9978241,0.0000503331,0.001819103,0.00003741659,0.00008627233,0.00003263214,0.00002558774,0.00009101871,0.00003354278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007440933,"threshold_uncertainty_score":0.9369902,"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."}}