MétaCan
Menu
Back to cohort
Record W3009632230 · doi:10.1021/acsenergylett.0c00207

Ultrastable Anode Interface Achieved by Fluorinating Electrolytes for All-Solid-State Li Metal Batteries

2020· article· en· W3009632230 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueACS Energy Letters · 2020
Typearticle
Languageen
FieldEngineering
TopicAdvanced Battery Materials and Technologies
Canadian institutionsWestern University
FundersWestern UniversityNatural Sciences and Engineering Research Council of CanadaCanada Research ChairsCanada Foundation for InnovationOntario Research Foundation
KeywordsAnodeElectrolyteMaterials scienceCathodeCurrent densityMetalChemical engineeringDurabilityStripping (fiber)SulfidePlating (geology)Current collectorElectrodeComposite materialMetallurgyChemistry

Abstract

fetched live from OpenAlex

All-solid-state Li metal batteries (ASSLMBs) have attracted significant attention because of their high energy density and improved safety. However, the poor stability at the Li anode/solid-state electrolyte (SSE) interface is a long-standing problem that limits the current density and capacity, thus hindering the practical application of ASSLMBs. Herein, fluorination of an Argyrodite Li6PS5Cl (LPSCl) sulfide electrolyte is proposed to enhance the interfacial stability toward the Li metal anode. Because of the condensed and highly fluorinated interface that forms in situ with a self-healing essence, the Li metal symmetric cell employing the fluorinated LPSCl SSE enables ultrastable Li plating/stripping over 250 h at a superhigh current density of 6.37 mA cm–2 and a cutoff capacity of 5 mAh cm–2. Furthermore, the Li metal treated by the fluorinated LPSCl SSE is demonstrated to deliver good durability and rate capability in full cells. Fluorinating sulfide electrolytes provides a new strategy for realizing high-performance ASSLMBs.

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 score0.208
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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.213
Teacher spread0.204 · 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