{"id":"W2619590272","doi":"10.1021/acsami.7b01481","title":"Effect of Lithium Borate Additives on Cathode Film Formation in LiNi<sub>0.5</sub>Mn<sub>1.5</sub>O<sub>4</sub>/Li Cells","year":2017,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"Basic Energy Sciences","keywords":"Passivation; Electrolyte; Materials science; Boron; Lithium (medication); Cathode; Inorganic chemistry; Lithium borate; X-ray photoelectron spectroscopy; Dielectric spectroscopy; Electrochemistry; Dissolution; Chemical engineering; Electrode; Layer (electronics); Chemistry; Borate glass; Nanotechnology; Physical chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179192,0.0005584056,0.0006700063,0.0002964988,0.0002860313,0.000960578,0.0006402032,0.000440274,0.001495303],"category_scores_gemma":[0.0006150511,0.0004258121,0.0002785228,0.0003376057,0.000207981,0.0005854565,0.000394999,0.0006022453,0.0003012389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805983,"about_ca_system_score_gemma":0.0002762674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276728,"about_ca_topic_score_gemma":0.003066717,"domain_scores_codex":[0.9996227,0.00005243122,0.00005755258,0.00008009329,0.00009968855,0.00008750083],"domain_scores_gemma":[0.9996071,0.0001212096,0.0000989719,0.00001916222,0.00009503974,0.00005834861],"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":[0.0004717916,0.00004463465,0.0003990227,0.0001735273,0.00002167814,0.000069856,0.00005668198,0.0001186014,0.9965243,0.00001980214,0.00002275082,0.002077461],"study_design_scores_gemma":[0.000009089335,0.0001809112,0.001200782,0.000008448591,0.00002610136,0.00002903712,0.00002835025,0.0001882843,0.9978434,0.000003058074,0.000479097,0.000003445937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964393,0.002043452,0.0004369647,0.00004989339,0.00002565983,0.00002509015,0.000119457,0.00007736216,0.0007827546],"genre_scores_gemma":[0.9954013,0.001324449,0.001746473,0.00006862037,0.00001457789,0.00002622921,0.0001934402,0.00005466554,0.001170191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001495303,"threshold_uncertainty_score":0.00500226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982644529566683,"score_gpt":0.2442817981376198,"score_spread":0.234455352841953,"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."}}