{"id":"W2591928569","doi":"10.1016/j.jpowsour.2017.03.023","title":"Improving the electrochemical cyclability of lithium manganese orthosilicate through the pillaring effects of gradient Na substitution","year":2017,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Program for New Century Excellent Talents in University; Recruitment Program of Global Experts; National Natural Science Foundation of China","keywords":"Orthosilicate; Manganese; Electrochemistry; Lithium (medication); Substitution (logic); Inorganic chemistry; Chemistry; Cathode; Materials science; Metallurgy; Electrode; Tetraethyl orthosilicate; Physical chemistry; Computer science; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.0005397825,0.0001295324,0.0002763693,0.00002588612,0.0001574434,0.00004633441,0.0005912108,0.00005282809,0.000008069413],"category_scores_gemma":[0.0003686414,0.00007193833,0.00009674685,0.0000419824,0.0002576155,0.0002620115,0.00009553066,0.0002212172,7.636543e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005356429,"about_ca_system_score_gemma":0.00001322505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001766933,"about_ca_topic_score_gemma":0.00000152018,"domain_scores_codex":[0.9989063,0.00005895639,0.0005015964,0.00008647647,0.0002614825,0.0001851732],"domain_scores_gemma":[0.9985459,0.0001856791,0.0006597846,0.0004828696,0.00009944783,0.00002631747],"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":[0.00005641619,0.0000415358,0.005208724,0.0003020887,0.0001106841,0.000004407906,0.002054881,0.0005924996,0.990913,0.0002648449,0.0000247243,0.0004261675],"study_design_scores_gemma":[0.0002986073,0.0001128603,0.02819898,0.0001446581,0.00007380419,0.00003886198,0.0001162396,0.0001049824,0.9698395,0.0005023065,0.0004764847,0.00009273063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988467,0.0008397427,0.009577577,0.0001010207,0.0007368529,0.0001478083,0.0000014249,0.0000121428,0.0001164122],"genre_scores_gemma":[0.99935,0.00005596955,0.0004381619,0.00001795486,0.0001121953,0.00000350577,2.122446e-7,0.00001429749,0.000007716567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299026,"threshold_uncertainty_score":0.293356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007886318064367504,"score_gpt":0.2359577251039251,"score_spread":0.2280714070395576,"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."}}