{"id":"W3153118133","doi":"10.1039/d1ta01639c","title":"Stoichiometrically driven disorder and local diffusion in NMC cathodes","year":2021,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia; TRIUMF","funders":"ISIS Neutron and Muon Source; Science and Technology Facilities Council; Engineering and Physical Sciences Research Council","keywords":"Stoichiometry; Neutron diffraction; Diffusion; Relaxation (psychology); Cathode; Diffraction; Materials science; Powder diffraction; Muon spin spectroscopy; Crystallography; Muon; Chemistry; Nuclear physics; Physical chemistry; Physics; Optics; Thermodynamics","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":[0.0001845008,0.0001550155,0.0003012481,0.0002751634,0.0005350946,0.0007535079,0.000290547,0.0002998295,0.001006753],"category_scores_gemma":[0.0005829414,0.0002017553,0.00007819435,0.000233257,0.0004041884,0.0003103826,0.0001968244,0.0003302617,0.00019581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142212,"about_ca_system_score_gemma":0.0003587438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380826,"about_ca_topic_score_gemma":0.004434912,"domain_scores_codex":[0.9998289,0.000008956352,0.00000821046,0.00005213277,0.00006994643,0.00003171934],"domain_scores_gemma":[0.9998407,0.00002807396,0.00003377065,0.00001603733,0.00006038796,0.00002094337],"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":[0.0001432179,0.00002262801,0.001278607,0.0000451833,0.000003819056,0.00009063298,0.00006638526,0.0006622872,0.9948384,0.001356857,0.000248974,0.001242941],"study_design_scores_gemma":[0.00003306637,0.00007424127,0.009562648,0.00001116316,0.000007880398,0.0001792698,0.0001178996,0.01268554,0.9745106,0.0005401773,0.002259237,0.00001820357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956877,0.0002454307,0.001076431,0.0001171441,0.0000115164,0.00001021726,0.0002848171,0.00006916983,0.002497566],"genre_scores_gemma":[0.9982405,0.00009994357,0.0006810903,0.00002377599,0.00000423548,0.00001561021,0.0002228439,0.0000332548,0.000678748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003380826,"threshold_uncertainty_score":0.00828743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007484523431355428,"score_gpt":0.2331393918021823,"score_spread":0.2256548683708269,"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."}}