{"id":"W4307991198","doi":"10.1002/cey2.272","title":"Depolarization of Li‐rich Mn‐based oxide via electrochemically active Prussian blue interface providing superior rate capability","year":2022,"lang":"en","type":"article","venue":"Carbon Energy","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Science Basic Research Program of Shaanxi Province; National Natural Science Foundation of China","keywords":"Prussian blue; Polarization (electrochemistry); Materials science; Electrochemistry; Oxide; Redox; Electrode; Chemical engineering; Coating; Inorganic chemistry; Nanotechnology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001459408,0.0001878805,0.0002526536,0.00008482797,0.00005611342,0.00001326312,0.0002070752,0.00005730558,0.00008006453],"category_scores_gemma":[0.00004700314,0.0002172257,0.00003257424,0.000235251,0.00003634739,0.00009797754,0.00009607025,0.0001380541,4.082098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506432,"about_ca_system_score_gemma":0.00005657645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006365925,"about_ca_topic_score_gemma":0.00001208845,"domain_scores_codex":[0.9987972,0.0001459435,0.0003457324,0.0002640794,0.0001705004,0.0002765559],"domain_scores_gemma":[0.9994712,0.00005941363,0.00009176612,0.0002920234,0.00003857664,0.00004706087],"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":[0.00006218228,0.0000325894,0.0001268519,0.00005716071,0.00002969708,0.000001867421,0.0001437248,0.09512814,0.9039819,0.00008191155,0.000006585462,0.0003474549],"study_design_scores_gemma":[0.0002492004,0.00006494248,0.0001041397,0.00001276946,0.00001878737,0.000002597282,0.00005364575,0.02758289,0.9712574,0.0001622008,0.0002932152,0.0001981596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428346,0.00006965623,0.05617062,0.00002462668,0.0002862242,0.0001461988,0.00002508902,0.0001623354,0.0002806541],"genre_scores_gemma":[0.9988966,0.000003102835,0.0006895763,0.00006232029,0.00003637777,0.0001582641,0.00006034629,0.00005886141,0.00003457293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06754525,"threshold_uncertainty_score":0.8858206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005231665240978039,"score_gpt":0.2052653041894114,"score_spread":0.2000336389484333,"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."}}