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Record W2885642428 · doi:10.1002/batt.201800060

Elemental Sulfur Nanoparticles Chemically Boost the Sodium Storage Performance of MoS<sub>2</sub>/rGO Anodes

2018· article· en· W2885642428 on OpenAlex
Zhanwei Xu, Hao Fu, Kai Yao, Xuetao Shen, Zhi Li, Licai Fu, Jianfeng Huang, Jiayin Li

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueBatteries & Supercaps · 2018
Typearticle
Languageen
FieldEngineering
TopicAdvancements in Battery Materials
Canadian institutionsNational Institute for Nanotechnology
Fundersnot available
KeywordsSulfurGrapheneAnodeNanoparticleOxideMaterials scienceChemical engineeringSodium molybdateChemical vapor depositionIntercalation (chemistry)MolybdateInorganic chemistryNanotechnologyChemistryElectrodeMetallurgy

Abstract

fetched live from OpenAlex

Abstract The critical role of sulfur nanoparticles in stabilizing MoS 2 supported on reduced graphene oxide as anode material for sodium‐ion batteries is discovered. The MoS 2 supported on reduced graphene oxide decorated with sulfur particles (∼50 nm) is in‐situ synthesized using an ammonium molybdate/graphene oxide preform and sublimed sulfur through a facile chemical vapor deposition process in a tube furnace with 2 temperature‐controlled zones. Although the sulfur particles show no positive effect when the material is tested as anode for Li‐ion batteries, they significantly improve the Na storage performance in terms of both, total specific capacity and cycle life. A stable high capacity of 580 mAh g −1 and an extremely low capacity fade of 94 μAh g −1 cycle −1 make the designed assembly one of the best‐performing MoS 2 ‐based anode materials for sodium‐ion batteries so far. The post‐cycling analysis reveals that the elemental sulfur nanoparticles play two roles: during the intercalation of Na in‐between the layers of MoS 2 (above 1.0 V), they function as blockers and inhibit the aggregation of MoS 2 ; in the conversion reaction stage, the sulfur nanoparticles chemically participate in the Na storage process by forming Na 2 S 5 ‐rich compounds, which eventually improve the reversibility of the conversion reaction and thereafter the cycling performance.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.204
Teacher spread0.196 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it