{"id":"W4408243907","doi":"10.1002/adma.202500673","title":"Localized Electrolyte Grain Engineering to Suppress Li Intrusion in All‐Solid‐State Batteries","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Key Research and Development Program of Zhejiang Province; National Natural Science Foundation of China","keywords":"Electrolyte; Materials science; Amorphous solid; Lithium (medication); Grain size; Chemical engineering; Fast ion conductor; Nanotechnology; Metallurgy; Electrode; Physical chemistry; Crystallography","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":[0.00005679758,0.0002334484,0.0001458922,0.0001092255,0.0000891688,0.0002604644,0.000188606,0.0001926602,0.0003753234],"category_scores_gemma":[0.00007278497,0.0001043823,0.0001280906,0.0001057433,0.0001636918,0.0002470764,0.0002232669,0.0002420288,0.000148799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007462,"about_ca_system_score_gemma":0.0001168398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002932534,"about_ca_topic_score_gemma":0.0009401691,"domain_scores_codex":[0.9999597,0.000002673556,0.0000041897,0.00001167313,0.00001281018,0.000009016688],"domain_scores_gemma":[0.9999511,0.000005376747,0.00002125934,0.000007032055,0.000008557974,0.000006717192],"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":[0.00001246707,0.00001345096,0.00008352352,0.00002270808,0.000002782251,0.00001842055,0.000007974168,0.0004589126,0.9978428,0.0002167956,0.0000269951,0.001293189],"study_design_scores_gemma":[0.000005623132,0.0000775406,0.0003640006,0.000001344241,0.000005468359,0.00002333328,0.000009848352,0.00318161,0.9954969,0.00004799243,0.000783715,0.000002810398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803273,0.0003882401,0.01776135,0.00004517073,0.00002364545,0.00002480715,0.00005831701,0.0001783881,0.001192843],"genre_scores_gemma":[0.9946756,0.0001346513,0.004508569,0.00001351073,0.00000339279,0.00001069849,0.00002553108,0.00001259013,0.0006153736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003753234,"threshold_uncertainty_score":0.001456559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005093059789412793,"score_gpt":0.2411853402902472,"score_spread":0.2360922805008344,"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."}}