{"id":"W4327731248","doi":"10.1002/adfm.202300155","title":"A Dual‐Mode Electrochromic Platform Integrating Zinc Anode‐Based and Rocking‐Chair Electrochromic Devices","year":2023,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; CMC Microsystems","keywords":"Electrochromism; Prussian blue; Materials science; Optoelectronics; Electrochromic devices; Electrode; Anode; Electrolyte; Dual mode; Zinc; Optics; Electrochemistry; Electronic 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008548807,0.0005055405,0.0007251155,0.0003612512,0.0004622147,0.0003499806,0.0002235688,0.000196791,0.002125436],"category_scores_gemma":[0.0001806588,0.000466076,0.00009729492,0.0005006017,0.0001375085,0.001034357,0.0001028969,0.0001285431,0.0009376815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942345,"about_ca_system_score_gemma":0.0001978524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005730423,"about_ca_topic_score_gemma":0.00007000344,"domain_scores_codex":[0.9966165,0.0001711867,0.0009108204,0.0008833506,0.0005399464,0.0008782018],"domain_scores_gemma":[0.9985628,0.0003389376,0.0004008329,0.0003567497,0.0001721931,0.0001684549],"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":[0.0005873296,0.00003294484,0.0000301181,0.000131981,0.00002401206,0.00001770996,0.00006360286,0.0009620116,0.9955324,0.002207099,0.0001284832,0.0002823352],"study_design_scores_gemma":[0.001328793,0.0002400007,0.004301062,0.0001380371,0.00004626186,0.00008333715,0.00007698155,0.0002472424,0.9893124,0.003295811,0.0004236747,0.0005064486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925553,0.0001255895,0.003326345,0.0002482493,0.001696047,0.0005285758,0.0003924189,0.001015182,0.0001123503],"genre_scores_gemma":[0.9939458,0.00004062169,0.004202581,0.0004771748,0.0004359285,0.0002500598,0.0003969675,0.00009346876,0.0001573775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006220023,"threshold_uncertainty_score":0.9998402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156665964280514,"score_gpt":0.2577825377160747,"score_spread":0.2421159412880233,"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."}}