{"id":"W4387692244","doi":"10.1007/s40820-023-01209-z","title":"Fast and Stable Zinc Anode-Based Electrochromic Displays Enabled by Bimetallically Doped Vanadate and Aqueous Zn2+/Na+ Hybrid Electrolytes","year":2023,"lang":"en","type":"article","venue":"Nano-Micro Letters","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Young Scientists Fund; Natural Science Foundation of Shandong Province; Shanghai Jiao Tong University; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Electrochromism; Vanadate; Electrolyte; Electrochemistry; Materials science; Anode; Dissolution; Inorganic chemistry; Prussian blue; Aqueous solution; Chemical engineering; Electrode; Chemistry; Physical chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001070112,0.0002959374,0.0002222021,0.0001468573,0.0001100457,0.0004920721,0.0005448205,0.0002505133,0.001187324],"category_scores_gemma":[0.0001525674,0.0001696649,0.0001072864,0.0001419143,0.0001846204,0.000342208,0.000272917,0.0002447867,0.0004222653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188077,"about_ca_system_score_gemma":0.0001142571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003874998,"about_ca_topic_score_gemma":0.0007971556,"domain_scores_codex":[0.9999202,0.000008202413,0.000003691776,0.00001739139,0.00002904122,0.00002136164],"domain_scores_gemma":[0.9999503,0.0000118872,0.00001238862,0.000004233342,0.00001134519,0.00000992255],"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":[0.00003303459,0.0000076178,0.00004641392,0.00002118707,0.000002173053,0.00003812418,0.000008799104,0.00007871725,0.9972704,0.0001976272,0.0001416187,0.002154242],"study_design_scores_gemma":[0.000004615357,0.00002003499,0.0001911319,0.000001540667,0.000003040089,0.00003615969,0.000006161728,0.001133556,0.997458,0.00002279073,0.001119396,0.000003462857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631257,0.002261325,0.0270754,0.0003138718,0.0001709846,0.00003240194,0.0003533893,0.001182445,0.005484527],"genre_scores_gemma":[0.9781736,0.0009088439,0.01472729,0.00008465603,0.00002271257,0.00001827457,0.0001949981,0.00008910889,0.00578053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001187324,"threshold_uncertainty_score":0.003971994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00476923223092146,"score_gpt":0.1978728729299526,"score_spread":0.1931036406990311,"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."}}