{"id":"W4318946836","doi":"10.1149/1945-7111/acb852","title":"Elucidating the Role of Excess Li in the Electrochemical Performance of Li<sub>1+x</sub>[Ni<sub>0.5</sub>Mn<sub>0.5</sub>]<sub>1−x</sub>O<sub>2</sub> Layered Oxides","year":2023,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electrochemistry; Cathode; Voltage; Materials science; Capacity loss; Analytical Chemistry (journal); Diffusion; Lithium (medication); Ion; Cycling; Conductivity; Electrode; Chemistry; Thermodynamics; Electrical engineering; 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":[0.0001877122,0.0001685952,0.000122685,0.00009836675,0.00009562441,0.0003210819,0.0002301832,0.0002624274,0.0005310043],"category_scores_gemma":[0.0003278042,0.0001213105,0.00008929466,0.0001205158,0.0001559071,0.0003811949,0.000184433,0.0002867212,0.00009298335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458152,"about_ca_system_score_gemma":0.00009935299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004728513,"about_ca_topic_score_gemma":0.001084875,"domain_scores_codex":[0.9999295,0.000007237001,0.000007278058,0.00001344135,0.00002720272,0.00001529378],"domain_scores_gemma":[0.9999013,0.00003604274,0.0000255469,0.000008559899,0.00002098503,0.000007549517],"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":[0.00007187075,0.00001177749,0.0008585555,0.0000569901,0.000004758017,0.00004162349,0.00002944393,0.0001885561,0.9966094,0.00008686017,0.00001313934,0.002026956],"study_design_scores_gemma":[0.000001664438,0.0001135602,0.003589889,0.000004289147,0.00001173434,0.00007331836,0.00003367156,0.0009828213,0.9948311,0.00002704761,0.0003280637,0.000002785106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985707,0.0004603789,0.0004562844,0.0000194455,0.000003459764,0.000004015697,0.00003710396,0.000009933393,0.0004387141],"genre_scores_gemma":[0.9985814,0.0003589166,0.0006408827,0.000009265948,0.000001395578,0.000003701143,0.00004732608,0.000003967427,0.0003532238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005310043,"threshold_uncertainty_score":0.001776457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007183937881646178,"score_gpt":0.2174850155785936,"score_spread":0.2103010776969474,"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."}}