{"id":"W2949671673","doi":"10.1021/acsaem.9b00819","title":"Understanding the Mechanism of Enhanced Cycling Stability in Sn–Sb Composite Na-Ion Battery Anodes: Operando Alloying and Diffusion Barriers","year":2019,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; National Institute for Nanotechnology; University of Alberta","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Alberta; Alberta Innovates - Technology Futures","keywords":"Antimony; Materials science; Tin; Intermetallic; Composite number; Anode; Amorphous solid; Silicon; Chemical engineering; Sodium-ion battery; Bilayer; Composite material; Metallurgy; Electrode; Crystallography; Chemistry; Alloy; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00017716,0.0003367129,0.0002730567,0.0002086747,0.0002455424,0.0004139849,0.0004798341,0.0004938095,0.001013282],"category_scores_gemma":[0.0001608138,0.000215041,0.0001655762,0.000110015,0.0002811688,0.0007024277,0.0002447944,0.0004239979,0.000336869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810685,"about_ca_system_score_gemma":0.0001826121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005976084,"about_ca_topic_score_gemma":0.0008697149,"domain_scores_codex":[0.9999257,0.000005676223,0.000005807263,0.00001898558,0.00002748466,0.00001625898],"domain_scores_gemma":[0.9999278,0.00001691593,0.0000165668,0.000006211756,0.00002330787,0.0000092302],"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":[0.00004730464,0.00001468954,0.0002779238,0.00008489974,0.000004333425,0.00007609319,0.00005481299,0.0001234502,0.9970758,0.0006031102,0.00002134744,0.00161635],"study_design_scores_gemma":[0.000005412626,0.00006399582,0.001560522,0.000007460675,0.000007796516,0.0001163426,0.00006187362,0.005560271,0.9913343,0.0003654175,0.0009110229,0.000005523151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868525,0.002677412,0.008351805,0.0002523151,0.00003016338,0.00002898298,0.00007712163,0.0001076669,0.001622222],"genre_scores_gemma":[0.9961038,0.0006054643,0.001949921,0.00002513285,0.000005951254,0.00001662153,0.00004875518,0.00001356894,0.001230784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001013282,"threshold_uncertainty_score":0.003389776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834273147564653,"score_gpt":0.2142324016633156,"score_spread":0.1958896701876691,"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."}}