{"id":"W4408971460","doi":"10.1002/adfm.202503067","title":"Achieving Ultra‐Fast and Stable Sodium‐Ion Batteries Through Deep Activation of Low‐Spin Iron in Prussian Blue","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Shandong Province; Taishan Scholar Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Prussian blue; Materials science; Ion; Sodium; Spin (aerodynamics); Nanotechnology; Inorganic chemistry; Chemical engineering; Metallurgy; Physical chemistry; Electrode; Organic chemistry; Electrochemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000162246,0.0002405313,0.0003772749,0.0001444635,0.0000737362,0.00005087455,0.0000929152,0.00009812471,0.0003375497],"category_scores_gemma":[0.00006480155,0.000252509,0.0000170973,0.0001805918,0.00007212583,0.0009539642,0.00005167539,0.00007528847,0.000008557178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348491,"about_ca_system_score_gemma":0.00001650543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001536164,"about_ca_topic_score_gemma":0.000006681758,"domain_scores_codex":[0.998648,0.00005785371,0.0005863515,0.0002800822,0.0001527663,0.000274965],"domain_scores_gemma":[0.9995039,0.0001015411,0.0001210607,0.0002134411,0.00003744441,0.00002263334],"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":[0.0002169927,0.00003329164,0.0004163976,0.0006507479,0.00002084346,7.674827e-7,0.0001731575,0.04122993,0.9545726,0.001453007,0.00003725968,0.001194999],"study_design_scores_gemma":[0.0007474959,0.00003847928,0.01541263,0.000439822,0.00001075109,0.000002021604,0.000212912,0.00003797964,0.9808317,0.001670805,0.000382313,0.0002130501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597069,0.00009669097,0.03723653,0.0001091629,0.001755355,0.000361181,0.00005713121,0.0001121396,0.0005649306],"genre_scores_gemma":[0.995906,0.0001274255,0.00336447,0.0001272261,0.00009800051,0.0001274634,0.00009980595,0.00003572,0.0001139209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04119195,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007791102316440679,"score_gpt":0.2317986260109749,"score_spread":0.2240075236945342,"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."}}