{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001438513,0.001022131,0.001478094,0.0003594559,0.0002659059,0.0005748078,0.001011715,0.0004857625,0.00007472636],"category_scores_gemma":[0.0001835865,0.0009990919,0.00005703618,0.0001515594,0.0002807608,0.001082744,0.0004963537,0.0003511817,0.0007147042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611611,"about_ca_system_score_gemma":0.00002887113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001269052,"about_ca_topic_score_gemma":0.00002736856,"domain_scores_codex":[0.9956275,0.0003362922,0.001678709,0.0008299835,0.0005198261,0.001007688],"domain_scores_gemma":[0.9968712,0.000444867,0.001082324,0.001361292,0.0001104993,0.0001297627],"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":[0.0008031365,0.00009389926,0.000006386619,0.001367065,0.0001088649,0.0000173986,0.000853718,0.003804976,0.983774,0.00006209813,0.001446516,0.007661962],"study_design_scores_gemma":[0.001477246,0.0004395364,0.0002862074,0.0008822682,0.00009069181,0.000006717939,0.00009405351,0.00003284745,0.9953544,0.0003527072,0.0001044156,0.0008789375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919387,0.00007442245,0.0003019111,0.00003881628,0.003243271,0.001723628,0.001564301,0.0003740096,0.0007409295],"genre_scores_gemma":[0.9973336,0.0006414026,0.0001905362,0.00008334975,0.000408835,0.0007732012,0.0003256682,0.0002363891,0.000006998904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158039,"threshold_uncertainty_score":0.9992459,"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."}}