{"id":"W4379469871","doi":"10.1021/acsami.3c02902","title":"Intrinsically Stretchable Integrated Passive Matrix Electrochromic Display Using PEDOT:PSS Ionic Liquid Composite","year":2023,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; CY Cergy Paris Université","keywords":"Electrochromism; Materials science; PEDOT:PSS; Electrochromic devices; Optoelectronics; Polystyrene sulfonate; Electrowetting; Composite number; Wearable computer; Flexible display; Electrolyte; Active matrix; Nanotechnology; Polymer; Composite material; Electrode; Thin-film transistor; Computer science","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":[0.0002012131,0.0005266891,0.0007091273,0.0002216712,0.0001767732,0.0003146711,0.0004082227,0.000221313,0.0002459611],"category_scores_gemma":[0.00003197265,0.0004919333,0.00003039299,0.0004090494,0.00009547624,0.0002300194,0.0001945991,0.0002007607,0.0005202162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873328,"about_ca_system_score_gemma":0.00003515709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009462643,"about_ca_topic_score_gemma":0.00001819582,"domain_scores_codex":[0.9976861,0.00006000914,0.0007197382,0.000484496,0.0002197645,0.0008299294],"domain_scores_gemma":[0.999159,0.000107769,0.0001603685,0.0003936378,0.00006988989,0.0001093483],"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":[0.0002352102,0.00001610593,0.000001280141,0.0001374099,0.00009696092,0.0000179466,0.0001767656,0.08767639,0.9101983,0.001067042,0.0002140712,0.0001625371],"study_design_scores_gemma":[0.0004075597,0.00009339234,0.00002755802,0.0001365291,0.00005386948,0.00002281697,0.0001520056,0.0005375842,0.997277,0.000508039,0.000249771,0.0005338588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995479,0.00007437792,0.0006663468,0.00003931048,0.001199918,0.0003063828,0.0001558892,0.001778666,0.000300118],"genre_scores_gemma":[0.997812,0.000228337,0.0009724828,0.00003607542,0.0003065851,0.00008042926,0.0002376271,0.0001664776,0.0001600407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0871388,"threshold_uncertainty_score":0.9997532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047557534647394,"score_gpt":0.2439712193434973,"score_spread":0.2334956439970233,"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."}}