{"id":"W3136987676","doi":"10.1021/acs.nanolett.1c00317","title":"Manipulating Oxidation of Silicon with Fresh Surface Enabling Stable Battery Anode","year":2021,"lang":"en","type":"article","venue":"Nano Letters","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Science and Technology, Hubei Provincial People's Government; Ministry of Science and Technology of the People's Republic of China","keywords":"Materials science; Anode; Silicon; Passivation; Chemical engineering; Composite number; Nanocomposite; Electrochemistry; Coating; Carbon fibers; Electrode; Graphite; Oxide; Layer (electronics); Particle (ecology); Lithium-ion battery; Nanotechnology; Battery (electricity); Composite material; Optoelectronics; Metallurgy; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006508692,0.0002435666,0.00008785458,0.0001052921,0.00008086131,0.000249175,0.00014093,0.0002028972,0.0006000318],"category_scores_gemma":[0.00008776766,0.0001225153,0.0001344905,0.0000958107,0.0001591384,0.0001833724,0.000150488,0.0002157049,0.0001981517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429011,"about_ca_system_score_gemma":0.0001121195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001906373,"about_ca_topic_score_gemma":0.0006954541,"domain_scores_codex":[0.9999603,0.000002473719,0.00000322246,0.00001173987,0.00001337078,0.000008946415],"domain_scores_gemma":[0.9999679,0.000008448616,0.000009034881,0.000003540446,0.000006517692,0.000004487973],"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":[0.000009313458,0.000004705615,0.00007106524,0.00002391699,0.000002306551,0.00002263476,0.000007944767,0.0000620172,0.9987764,0.0001177721,0.00002229055,0.0008797206],"study_design_scores_gemma":[0.000003430154,0.00003970105,0.0004776992,0.00000125735,0.000002969547,0.00003396543,0.000007577215,0.0007833877,0.9976923,0.00003162368,0.0009236419,0.000002432633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913228,0.0006316948,0.005169115,0.00006508206,0.00004457005,0.00001814709,0.000117416,0.00008460782,0.002546521],"genre_scores_gemma":[0.9958829,0.0003546905,0.002611589,0.00002117838,0.000007982952,0.000009796554,0.00008442215,0.00001361072,0.001013982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006000318,"threshold_uncertainty_score":0.002007306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413294294235478,"score_gpt":0.2176090614912302,"score_spread":0.2034761185488754,"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."}}