{"id":"W4383198450","doi":"10.1063/5.0150919","title":"<i>In situ</i> cathode-electrolyte interphase enables high cycling stability of Co-free Li-rich layered cathodes","year":2023,"lang":"en","type":"article","venue":"APL Energy","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Iran National Science Foundation; H2020 European Research Council; Government of Ontario; University of Toronto; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Cathode; Electrolyte; Materials science; Spinel; Chemical engineering; Coating; Battery (electricity); Interphase; Electrode; Nanotechnology; Metallurgy; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004182223,0.0002364157,0.0004162205,0.0001904794,0.00003456242,0.00002225451,0.0003918986,0.00009657515,0.000124418],"category_scores_gemma":[0.0001383923,0.0002508972,0.00003511353,0.000398341,0.00005143827,0.0002292657,0.0001342039,0.0001004193,0.00001983088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237656,"about_ca_system_score_gemma":0.00002113705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003263087,"about_ca_topic_score_gemma":0.0003088773,"domain_scores_codex":[0.9983631,0.0001035023,0.0005479652,0.00030589,0.0001954838,0.0004840427],"domain_scores_gemma":[0.9989151,0.0002657938,0.00007745119,0.0006526338,0.00003475516,0.00005424679],"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":[0.0000477395,0.0000591963,0.0002248748,0.0001351636,0.00003250784,0.00002909104,0.0003571444,0.02671102,0.9683602,0.001421259,0.001659432,0.0009624022],"study_design_scores_gemma":[0.0006428498,0.00004672827,0.0001712771,0.00004378333,0.00001064083,0.000002859171,0.00006923945,0.001178917,0.9911394,0.004902412,0.001540047,0.0002519052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871601,0.0001683885,0.01021112,0.00007363044,0.0005618487,0.0000961179,0.00007942557,0.0003429565,0.001306418],"genre_scores_gemma":[0.9973206,0.0001870667,0.001906525,0.0001228143,0.0001122746,0.00007632766,0.00006538854,0.00006677958,0.0001422114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255321,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593097844482515,"score_gpt":0.2590471206064026,"score_spread":0.2431161421615775,"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."}}