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Record W4205915902 · doi:10.1007/s12598-021-01890-2

NiS <sub>2</sub> nanosheet arrays on stainless steel foil as binder‐free anode for high‐power sodium‐ion batteries

2022· article· en· W4205915902 on OpenAlex

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

VenueRare Metals · 2022
Typearticle
Languageen
FieldEngineering
TopicAdvancements in Battery Materials
Canadian institutionsInstitut National de la Recherche Scientifique
FundersGuangdong Science and Technology DepartmentNational Natural Science Foundation of China
KeywordsNanosheetAnodeMaterials scienceFaraday efficiencySulfidationElectrochemistryChemical engineeringSodiumNanotechnologyElectrodeMetallurgySulfurChemistry

Abstract

fetched live from OpenAlex

Abstract Owing to the wide range and low cost of sodium resources, sodium‐ion batteries (SIBs) have received extensive attention and research. Metal sulfides with high theoretical capacity are used as promising anode materials for SIBs. This paper presents the electrochemical performance of the binder‐free NiS 2 nanosheet arrays grown on stainless steel (SS) substrate (NiS 2 /SS) using an in situ growth and sulfidation strategy as anode for sodium ion batteries. Owing to the close connection between the NiS 2 nanosheet arrays and the SS current collector, the NiS 2 /SS anode demonstrates high rate capability with a reversible capacity of 492.5 mAh·g −1 at 5.0C rate. Such rate capability is superior to that of NiS 2 nanoparticles (NiS 2 /CMC: 41.7 mAh·g −1 at 5.0C, NiS 2 /PVDF: 7.3 mAh·g −1 at 5.0C) and other Ni sulfides (100–450 mAh·g −1 at 5.0C) reported. Furthermore, the initial reversible specific capacity and Coulombic efficiency of NiS 2 /SS are 786.5 mAh·g −1 and 81%, respectively, demonstrating a better sodium storage ability than those of most NiS 2 anodes reported for SIBs. In addition, the amorphization and conversion mechanism during the sodiation/desodiation process of NiS 2 are proposed after investigation by in situ X‐ray diffraction (XRD) measurements of intermediate products at successive charge/discharge stages.

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), Insufficient payload (model declined to judge)
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 score0.017
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.013
GPT teacher head0.227
Teacher spread0.214 · 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