{"id":"W3103159778","doi":"10.1038/s41467-020-19528-9","title":"Insights into interfacial effect and local lithium-ion transport in polycrystalline cathodes of solid-state batteries","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Brookhaven National Laboratory; Harbin Institute of Technology; National Natural Science Foundation of China; U.S. Department of Energy","keywords":"Chemical physics; Materials science; Ion; Ionic bonding; Crystallite; Lithium (medication); Nanotechnology; Particle (ecology); Cathode; Homogeneity (statistics); Electrochemistry; Electrode; Chemistry; Physical chemistry; Computer science","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":[0.00008927916,0.0001788843,0.0002019235,0.0001391163,0.0001847691,0.0005211629,0.0002374083,0.0002855403,0.00123177],"category_scores_gemma":[0.0001547358,0.00009979472,0.00007845824,0.0001746822,0.0003138072,0.0006372906,0.00018285,0.0004047401,0.0002454542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030847,"about_ca_system_score_gemma":0.0001313969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004572272,"about_ca_topic_score_gemma":0.0007021349,"domain_scores_codex":[0.999934,0.000004164162,0.000003343153,0.00001753703,0.00003327689,0.000007762322],"domain_scores_gemma":[0.9999427,0.00002051294,0.00001226974,0.000004761291,0.00001407132,0.000005757043],"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":[0.00004756426,0.00003214586,0.001205536,0.0001638289,0.000005906574,0.0003611061,0.0001029154,0.001403017,0.9880927,0.00286174,0.0001399923,0.005583447],"study_design_scores_gemma":[0.00001390865,0.0001045471,0.008919605,0.0000221716,0.00002174123,0.0005576899,0.0004661291,0.0486599,0.9331657,0.003162356,0.004884896,0.00002139808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474006,0.0054524,0.03905513,0.0003499184,0.00006466047,0.00001951874,0.0002918486,0.0001971827,0.007168671],"genre_scores_gemma":[0.9945813,0.001411477,0.002898199,0.00003879015,0.00001432589,0.000007526162,0.0001208891,0.00002608893,0.0009013016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00123177,"threshold_uncertainty_score":0.004120648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245396770471566,"score_gpt":0.280279916268791,"score_spread":0.2678259485640754,"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."}}