{"id":"W3153498388","doi":"10.1002/adma.202006863","title":"25 Years of Light‐Emitting Electrochemical Cells: A Flexible and Stretchable Perspective","year":2021,"lang":"en","type":"review","venue":"Advanced Materials","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Perspective (graphical); Stretchable electronics; Nanotechnology; Electrochemistry; Optoelectronics; Electrode; Electronics; Electrical engineering; Engineering; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003373988,0.0003892089,0.001829373,0.0001596497,0.000032902,0.00007513919,0.0002855406,0.0003251528,0.0002026356],"category_scores_gemma":[0.0003386447,0.0004032747,0.0001486757,0.0003649418,0.00005139025,0.0001164868,0.0002055003,0.000329171,0.00003468371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003926753,"about_ca_system_score_gemma":0.0001681475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008974112,"about_ca_topic_score_gemma":5.556986e-7,"domain_scores_codex":[0.9978984,0.00009995557,0.0006634279,0.0004958965,0.0003137977,0.0005285299],"domain_scores_gemma":[0.9988504,0.0002682096,0.0001735034,0.0004514081,0.0001511054,0.0001053483],"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":[0.000005390798,0.00003244696,1.39887e-7,0.0245553,0.0003912232,0.00003583933,0.00034173,0.000001730675,0.9276878,0.0005873651,0.0002703328,0.04609066],"study_design_scores_gemma":[0.0001389335,0.00002788055,6.217793e-8,0.005438725,0.0001344907,0.00002260093,0.0001034568,0.000001778651,0.7571849,0.00004232913,0.236587,0.0003178548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001743565,0.9963191,0.00003454421,0.000004828792,0.0003437162,0.0004526536,0.00007267189,0.0002080024,0.0008208963],"genre_scores_gemma":[0.001423889,0.9951705,0.00271479,0.000002711446,0.0002146513,0.00007121229,0.00003396432,0.0001681527,0.0002001731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2363167,"threshold_uncertainty_score":0.9998419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477894826218235,"score_gpt":0.3025044255774914,"score_spread":0.2877254773153091,"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."}}