{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089511,0.001032626,0.0008720838,0.002076906,0.0003978185,0.001384058,0.0008065285,0.00137607,0.004544513],"category_scores_gemma":[0.0008040644,0.000423245,0.0004978165,0.002623443,0.0006298429,0.00282726,0.0009027485,0.00230197,0.002912004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008456893,"about_ca_system_score_gemma":0.0009953413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123047,"about_ca_topic_score_gemma":0.001888351,"domain_scores_codex":[0.9998046,0.00003067689,0.00002390739,0.00004078144,0.00007173314,0.00002825066],"domain_scores_gemma":[0.9996676,0.0001376102,0.00003249992,0.00001457261,0.0001083279,0.00003931767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007854182,0.0001155974,0.0002626293,0.01226626,0.00006402491,0.0002791649,0.0001625038,0.0005497998,0.00387218,0.03513474,0.06099637,0.8862182],"study_design_scores_gemma":[0.000003196229,0.00004396923,0.0001957373,0.001010118,0.00002045672,0.0002754001,0.00003391676,0.00004931402,0.0003569664,0.001929968,0.9960721,0.000008933725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001604593,0.9961732,0.0002095055,0.0005102765,0.0004468772,0.000003233309,0.00001434023,0.000007233961,0.002474952],"genre_scores_gemma":[0.00120017,0.9959366,0.0002806018,0.0004708786,0.0004356932,0.000007115461,0.00003384572,0.000002409443,0.001632632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004544513,"threshold_uncertainty_score":0.01520294,"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."}}