{"id":"W2995794850","doi":"10.1002/adfm.201907003","title":"Polymer Light‐Emitting Electrochemical Cells with Bipolar Electrode‐Dynamic Doping and Wireless Electroluminescence","year":2019,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optoelectronics; Electrochemical cell; Electrode; Electroluminescence; Electrochemistry; Doping; Anode; Voltage; Nanotechnology; Layer (electronics); Electrical engineering; Chemistry","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":[0.0002865496,0.0003944562,0.0003379026,0.000368794,0.0001558147,0.0007305218,0.0007454989,0.0005576172,0.001185234],"category_scores_gemma":[0.000325259,0.0003097426,0.0002446146,0.0004481928,0.0002763349,0.001007055,0.0004375202,0.0006000641,0.0008884586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769039,"about_ca_system_score_gemma":0.0001399084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756193,"about_ca_topic_score_gemma":0.0003881447,"domain_scores_codex":[0.9997354,0.00002786424,0.00001567508,0.00006039346,0.0001261975,0.00003443571],"domain_scores_gemma":[0.9998794,0.00004561869,0.00001840423,0.00001152854,0.00003219765,0.00001290383],"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":[0.00005328288,0.00007138807,0.0001575293,0.000243792,0.00001490034,0.0001096686,0.00002697594,0.000424235,0.9676463,0.001573908,0.0005791192,0.02909892],"study_design_scores_gemma":[0.00002246654,0.0001642596,0.0004853146,0.00002015919,0.00001877945,0.0003382191,0.00001099218,0.004729064,0.9730623,0.0002825607,0.02084938,0.00001639261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6111964,0.06056904,0.2816059,0.001120834,0.0008152471,0.0004932189,0.0009116482,0.002233342,0.04105433],"genre_scores_gemma":[0.850794,0.02595212,0.1033755,0.0005084323,0.0002958806,0.000334581,0.0006392054,0.0001306932,0.01796958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001185234,"threshold_uncertainty_score":0.00396502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002050316695600932,"score_gpt":0.1756365286823948,"score_spread":0.1735862119867939,"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."}}