{"id":"W4399141321","doi":"10.1002/advs.202402369","title":"Innovative Energy Storage Smart Windows Relying on Mild Aqueous Zn/MnO<sub>2</sub> Battery Chemistry","year":2024,"lang":"en","type":"article","venue":"Advanced Science","topic":"Advanced battery technologies research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; National Institute for Nanotechnology; University of Alberta","funders":"Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Bifunctional; Anode; Electrochromism; Cathode; Battery (electricity); Energy storage; Materials science; Aqueous solution; Electrolyte; Electrochemistry; Computer science; Nanotechnology; Chemical engineering; Electrode; 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":[0.0001236055,0.0004569878,0.0002383966,0.0001529516,0.0001214726,0.000620213,0.0004644725,0.0004100267,0.0009685128],"category_scores_gemma":[0.0001458894,0.0002571783,0.0002019098,0.0001165079,0.0002158731,0.0006977535,0.0004800208,0.0003630458,0.0003804503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688339,"about_ca_system_score_gemma":0.0001710203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002308624,"about_ca_topic_score_gemma":0.0004349267,"domain_scores_codex":[0.9999254,0.000004600296,0.00000616827,0.00002128093,0.00002343169,0.00001904937],"domain_scores_gemma":[0.9999524,0.000009027102,0.00001506503,0.000006237924,0.000008219559,0.0000090137],"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":[0.0000439678,0.000008767107,0.00006250783,0.00006252017,0.000003905734,0.00003858914,0.000009942576,0.0000975285,0.9971802,0.0002906739,0.0000506726,0.002150662],"study_design_scores_gemma":[0.00001140044,0.00005938005,0.0003996813,0.000003431923,0.000006736529,0.00007317676,0.000009387819,0.00103145,0.9967172,0.0000813793,0.001600059,0.000006710829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674534,0.002271411,0.02507626,0.000120299,0.00009169032,0.00009645678,0.0003230018,0.0005422448,0.004025341],"genre_scores_gemma":[0.9780082,0.001357367,0.01774634,0.00005575828,0.00001751125,0.00006812383,0.0001817296,0.00004823333,0.002516758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009685128,"threshold_uncertainty_score":0.003239989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307609149081156,"score_gpt":0.2584961852244517,"score_spread":0.2454200937336402,"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."}}