{"id":"W4415460919","doi":"10.1002/adma.202515756","title":"In Situ Building Halide‐Alloy Dual‐Phase Interfaces for Dendrite‐Free Sulfide Solid‐State Batteries","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Hong Kong Polytechnic University; National Natural Science Foundation of China","keywords":"Electrolyte; Anode; Sulfide; Conformal coating; Interphase; Dendrite (mathematics); Metal; Lithium (medication); Plating (geology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002644722,0.0003952763,0.0006808577,0.0002990451,0.0000869103,0.0001745197,0.0004082764,0.0001354733,0.00006078523],"category_scores_gemma":[0.0003127155,0.0003985392,0.00005116075,0.000202176,0.00009584752,0.0007497373,0.0002587728,0.0000942536,0.000013661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377134,"about_ca_system_score_gemma":0.00001818465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001249508,"about_ca_topic_score_gemma":0.0000725934,"domain_scores_codex":[0.9980506,0.00002892724,0.0007603556,0.0004154621,0.0001172196,0.0006274574],"domain_scores_gemma":[0.9990687,0.0001730637,0.000102436,0.0005479816,0.00006936696,0.00003845878],"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":[0.0001684692,0.00003200664,0.000006411235,0.000446669,0.00003974513,0.00002622661,0.00007632354,0.003819513,0.9890764,0.001683548,0.001578305,0.00304635],"study_design_scores_gemma":[0.001836377,0.00007731915,0.00003666206,0.0003012436,0.00001537365,0.000005553818,0.0001097331,0.0000374393,0.9446381,0.03988625,0.01267047,0.0003855129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749942,0.0003639551,0.01936544,0.0004258408,0.002820711,0.0006505261,0.0003284059,0.0008752542,0.0001756441],"genre_scores_gemma":[0.979183,0.0004008284,0.0193638,0.000173054,0.00006794414,0.0004632456,0.00002589037,0.00007311031,0.0002491758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04443837,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009442979661440348,"score_gpt":0.2885541356866292,"score_spread":0.2791111560251889,"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."}}