{"id":"W4413210101","doi":"10.1016/j.jechem.2025.08.005","title":"Atomic-layer tailored LiNbO3 coating dual-regulating bulk stability and inorganic-rich interphase construction for lithium-rich layered cathodes","year":2025,"lang":"en","type":"article","venue":"Journal of Energy Chemistry","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Shenzhen Science and Technology Innovation Program; National Natural Science Foundation of China; Western University; Basic and Applied Basic Research Foundation of Guangdong Province; Shenzhen University","keywords":"Interphase; Coating; Layer (electronics); Materials science; Lithium (medication); Cathode; Atomic layer deposition; Nanotechnology; Chemical engineering; Composite material; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161904,0.0001873081,0.0003627567,0.00005394048,0.00007344711,0.00010241,0.0001069604,0.0001590591,0.00006423943],"category_scores_gemma":[0.0002488173,0.0001758323,0.00006778826,0.0001269437,0.00004955176,0.0001778874,0.00004671516,0.0001548881,1.354734e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117798,"about_ca_system_score_gemma":0.0000746774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001458898,"about_ca_topic_score_gemma":0.000005352756,"domain_scores_codex":[0.9988494,0.00002212202,0.0006632976,0.0001624371,0.0001098462,0.0001928931],"domain_scores_gemma":[0.9990613,0.0002039223,0.0002668974,0.0001498477,0.00023835,0.00007969225],"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":[0.00006110396,0.00001846505,0.001504848,0.0004139137,0.00009363775,0.00000233385,0.0001768467,0.0005387494,0.9965013,0.00005604648,0.0001539851,0.0004788233],"study_design_scores_gemma":[0.0008826653,0.00001795095,0.0001113501,0.0001836205,0.00005571432,0.00009720738,0.000601579,0.003285687,0.9936825,0.0004828911,0.0004406022,0.0001582005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956427,0.001007022,0.002138239,0.00004162215,0.0005672114,0.00004074661,0.00001522227,0.00004961301,0.000497617],"genre_scores_gemma":[0.9951894,0.00005658127,0.004277505,0.0000309785,0.0003617773,0.000005423921,0.000008828155,0.00002361483,0.00004591066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002818716,"threshold_uncertainty_score":0.7170233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321287304219026,"score_gpt":0.2395193449499597,"score_spread":0.2263064719077695,"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."}}