{"id":"W4318049701","doi":"10.1515/nanoph-2022-0670","title":"Advances in electrochromic device technology through the exploitation of nanophotonic and nanoplasmonic effects","year":2023,"lang":"en","type":"review","venue":"Nanophotonics","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanophotonics; Electrochromism; Nanomaterials; Materials science; Nanotechnology; Electrochromic devices; Plasmon; Optoelectronics; Chemistry; Electrode","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":[0.0009676995,0.0006542779,0.002514351,0.0004404083,0.0001390127,0.0000727345,0.0008573422,0.0007475291,0.00004131802],"category_scores_gemma":[0.0003221141,0.0004678856,0.0002584212,0.002128008,0.0004048195,0.0004375213,0.0002025947,0.0004108394,0.0002348853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660574,"about_ca_system_score_gemma":0.0006046863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003671517,"about_ca_topic_score_gemma":0.0001492231,"domain_scores_codex":[0.9958885,0.0005473606,0.00152972,0.0008920186,0.000448364,0.0006940223],"domain_scores_gemma":[0.9967604,0.001213696,0.001073058,0.0007995417,0.0001024171,0.00005091134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020598,0.0002015474,0.000002956951,0.09577004,0.0001334729,0.0001197755,0.0009480679,0.00003985646,0.760389,0.006076012,0.00003676142,0.1361804],"study_design_scores_gemma":[0.0013021,0.0005743885,0.000004656589,0.02730608,0.0009794955,0.000232667,0.0002144754,0.00002740552,0.3366674,0.005721577,0.6257478,0.001221995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06715394,0.9293563,0.00001496558,0.00002450214,0.0008964083,0.002211694,0.00007102614,0.0002055969,0.00006557719],"genre_scores_gemma":[0.001287849,0.9951012,0.002293821,0.00003092476,0.00001787175,0.001063788,0.00002835431,0.0001308264,0.00004532863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.625711,"threshold_uncertainty_score":0.9997773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247021282378659,"score_gpt":0.3246838905524074,"score_spread":0.2999817623145415,"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."}}