{"id":"W7125477648","doi":"10.1016/s1003-6326(25)66940-8","title":"Effects of zirconia coating on improvement of sodium-ion migration in NaNi1/3Fe1/3Mn1/3O2 cathodes for sodium-ion batteries","year":2025,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Electrochemistry; Cubic zirconia; Coating; Cathode; X-ray photoelectron spectroscopy; Diffusion","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":[0.0004522997,0.0002637699,0.0007397403,0.0001569515,0.0000661103,0.000009063029,0.0001814951,0.0001414178,0.00001899524],"category_scores_gemma":[0.00003318764,0.0002762218,0.0002729265,0.0002270197,0.0001293991,0.0002422708,0.00001139685,0.0001224126,3.924407e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037384,"about_ca_system_score_gemma":0.00004362625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850494,"about_ca_topic_score_gemma":0.00005163793,"domain_scores_codex":[0.998252,0.00005818821,0.0009859845,0.000229666,0.0002389041,0.0002352385],"domain_scores_gemma":[0.9989434,0.0003059344,0.0003340674,0.0002812654,0.0001122367,0.00002313117],"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":[0.000116305,0.0003245999,0.00008646701,0.00553078,0.0002023862,9.448249e-8,0.002442775,0.01802272,0.9704275,0.00008980705,0.00004128325,0.002715257],"study_design_scores_gemma":[0.001478437,0.0004820848,0.002298195,0.0006373363,0.000185647,4.561238e-7,0.0004689866,0.002459787,0.9912748,0.000512151,0.00003027042,0.0001718636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6804166,0.000122158,0.3180937,0.00008403119,0.0003806009,0.0007392786,0.00008199496,0.00003654668,0.0000451085],"genre_scores_gemma":[0.9779481,0.0002412471,0.0214856,0.00002408957,0.00002020385,0.0001691173,0.00002184075,0.00003438257,0.00005536981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2975315,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009913752691647175,"score_gpt":0.2548529068021581,"score_spread":0.2449391541105109,"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."}}