{"id":"W4410405152","doi":"10.1021/acsami.4c22928","title":"Nano Aerogel-Based VIS-NIR Switchable Electrochromic Supercapacitor: Energy Storage and Heat-Shielding Device","year":2025,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Engineering Research Board; Indo-German Science and Technology Centre; Indian Institute of Technology Indore; Council of Scientific and Industrial Research, India; Deutsche Forschungsgemeinschaft; Ministry of Education, India","keywords":"Materials science; Supercapacitor; Electrochromism; Aerogel; Energy storage; Electromagnetic shielding; Nano-; Optoelectronics; Nanotechnology; Composite material; Capacitance; Electrode; Power (physics)","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":[0.00005957339,0.0001994673,0.0001404148,0.0001475109,0.0001232771,0.0002767575,0.0002996569,0.0002595967,0.0006507018],"category_scores_gemma":[0.00008127134,0.0001243767,0.0001345213,0.000135001,0.0001447155,0.0003419673,0.0001795894,0.0002591442,0.0002066113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197548,"about_ca_system_score_gemma":0.0001285044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003294381,"about_ca_topic_score_gemma":0.0006273253,"domain_scores_codex":[0.9999485,0.000002957165,0.00000313252,0.00001988692,0.00001554301,0.00001011106],"domain_scores_gemma":[0.9999667,0.00000605352,0.00000679804,0.000003921507,0.000007014549,0.00000949235],"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":[0.00001669396,0.00001241136,0.00005657709,0.00003792217,0.000004296625,0.00004028041,0.00001129667,0.0001541247,0.9974016,0.0001953709,0.0001241275,0.001945364],"study_design_scores_gemma":[0.00000548464,0.00004249147,0.0003710389,0.000002391049,0.000007359768,0.00007665939,0.000009746399,0.002815264,0.9940883,0.00003898247,0.002535557,0.000006690825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970894,0.001605913,0.02073128,0.0002290222,0.0001199809,0.00004490059,0.0005597775,0.0006324439,0.005182636],"genre_scores_gemma":[0.9818178,0.0007449963,0.01319906,0.0000552186,0.00001380894,0.00003192898,0.00020641,0.00004415757,0.00388663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006507018,"threshold_uncertainty_score":0.002176821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008338115365300427,"score_gpt":0.2297538907292331,"score_spread":0.2214157753639327,"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."}}