{"id":"W1811678058","doi":"10.1039/c5ta02255j","title":"Mechanism for improving the cycle performance of LiNi<sub>0.5</sub>Mn<sub>1.5</sub>O<sub>4</sub> by RuO<sub>2</sub> surface modification and increasing discharge cut-off potentials","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); Saskatoon Medical Imaging","funders":"Program for New Century Excellent Talents in University; National Natural Science Foundation of China","keywords":"Surface modification; Materials science; Analytical Chemistry (journal); Chemistry; Physical 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":[0.00008930606,0.0003458796,0.0002352636,0.0001792177,0.0001639905,0.000262792,0.000540389,0.000519707,0.001692228],"category_scores_gemma":[0.0001210322,0.0001654368,0.0002136277,0.00008635822,0.0001854962,0.0003160694,0.0002016032,0.00032939,0.0003083284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537482,"about_ca_system_score_gemma":0.0001351552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006511097,"about_ca_topic_score_gemma":0.001464054,"domain_scores_codex":[0.9999419,0.000004037593,0.000003587413,0.00001419236,0.00001822852,0.0000179747],"domain_scores_gemma":[0.9999653,0.000005593331,0.00001000691,0.000004351665,0.00001045237,0.000004230556],"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":[0.00009462808,0.0000254208,0.0005280052,0.0001337283,0.000008862935,0.00007667251,0.00003546499,0.0002534945,0.9939189,0.0003435268,0.0001498131,0.004431391],"study_design_scores_gemma":[0.00001205445,0.0001317591,0.002213943,0.000004639325,0.00001044574,0.0001123221,0.00002133471,0.001149377,0.994693,0.00009542541,0.001550314,0.000005430473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855083,0.002108162,0.007073642,0.0002998094,0.00006084843,0.0001097032,0.0003530142,0.0003303415,0.004156235],"genre_scores_gemma":[0.9947323,0.0003897502,0.002417687,0.00004089464,0.000004210267,0.0000433837,0.0001201261,0.00001202011,0.002239603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001692228,"threshold_uncertainty_score":0.00566107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227144347406003,"score_gpt":0.2244417892058893,"score_spread":0.2121703457318292,"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."}}