{"id":"W3111179236","doi":"10.1002/admt.202000836","title":"Large‐Area Electrochromic Devices on Flexible Polymer Substrates with High Optical Contrast and Enhanced Cycling Stability","year":2020,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"Hydro-Québec; European Commission","keywords":"Electrochromism; Materials science; Prussian blue; PEDOT:PSS; Electrochromic devices; Optoelectronics; Electrode; Nanotechnology; Polymer; Electrochemistry; Composite material","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":[0.0001205129,0.000263549,0.0001208417,0.0001753128,0.00006614146,0.0002492817,0.0001742892,0.0001923476,0.0009536539],"category_scores_gemma":[0.0001373084,0.0001121985,0.0001177939,0.0001687636,0.0001278958,0.0002645519,0.0001592813,0.0002795506,0.0002473335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312822,"about_ca_system_score_gemma":0.00004294404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056118,"about_ca_topic_score_gemma":0.0001963572,"domain_scores_codex":[0.9999291,0.000008942825,0.000004594021,0.00002001369,0.00002417727,0.00001313559],"domain_scores_gemma":[0.9998868,0.00003584697,0.00002659625,0.00001571048,0.00002134712,0.00001379149],"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":[0.000008929215,0.000003617776,0.00004332574,0.000009597757,0.000001471459,0.00001535118,0.000003981763,0.00004258855,0.9988512,0.00002255683,0.000016789,0.0009807312],"study_design_scores_gemma":[0.000004320151,0.00006525613,0.001813986,0.000002081946,0.000004372418,0.00009248975,0.000007913681,0.0007963733,0.9963582,0.00001411151,0.0008377028,0.000003133193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886113,0.0006533653,0.008835704,0.00004650717,0.00002301673,0.00001808948,0.0001573865,0.0002267793,0.00142794],"genre_scores_gemma":[0.9912811,0.0002588787,0.00708911,0.00002696258,0.00001057217,0.00001552133,0.0001178069,0.00001891768,0.001181218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009536539,"threshold_uncertainty_score":0.003190279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785726495582566,"score_gpt":0.2510964503477319,"score_spread":0.2332391853919062,"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."}}