{"id":"W3198435528","doi":"10.1002/aesr.202100117","title":"Advances in Energy‐Efficient Plasmonic Electrochromic Smart Windows Based on Metal Oxide Nanocrystals","year":2021,"lang":"en","type":"article","venue":"Advanced Energy and Sustainability Research","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Electrochromism; Materials science; Transmittance; Plasmon; Nanotechnology; Oxide; Electrochromic devices; Energy consumption; Solar energy; Nanocrystal; Engineering physics; Computer science; Optoelectronics; Engineering; Electrical engineering; Chemistry; Metallurgy","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":[0.0001870001,0.0002584136,0.0001373683,0.0001502529,0.0001110473,0.0003162662,0.0002213972,0.0002798097,0.0005637584],"category_scores_gemma":[0.0001819617,0.0001345304,0.000188014,0.0001275773,0.0001314671,0.0004366126,0.0003044908,0.0003623475,0.0001893406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581127,"about_ca_system_score_gemma":0.0002003137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006120685,"about_ca_topic_score_gemma":0.001006815,"domain_scores_codex":[0.9999388,0.000006427194,0.000004253885,0.00001575958,0.00002407054,0.00001064155],"domain_scores_gemma":[0.9999486,0.00001599995,0.000009581308,0.000004525838,0.00001426907,0.00000698517],"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":[0.0000603085,0.00005547254,0.0002620299,0.0006804469,0.00001645686,0.0001747707,0.0001027517,0.0009064164,0.9560269,0.007962605,0.001195985,0.0325559],"study_design_scores_gemma":[0.00001531377,0.0002226858,0.0009879045,0.0000480653,0.00003048615,0.0002651995,0.00005926415,0.009779234,0.9393139,0.0007672639,0.04848674,0.00002389734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8058966,0.08166751,0.06014252,0.001540019,0.0006902763,0.0001175986,0.0003570172,0.0003864862,0.04920207],"genre_scores_gemma":[0.9336127,0.02670427,0.03123804,0.0002124944,0.00008315291,0.00006675945,0.0002333679,0.0000590204,0.00779028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006120685,"threshold_uncertainty_score":0.00188601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092572097713281,"score_gpt":0.2984141449892915,"score_spread":0.2874884240121587,"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."}}