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Record W2137612203 · doi:10.1149/1.1646138

Electrochemical and In Situ XRD Studies of the Li Reaction with Combinatorially Sputtered Mo[sub 1−x]Sn[sub x] (0 ≤ x  ≤ 0.50) Thin Films

2004· article· en· W2137612203 on OpenAlexafffund
Arman Bonakdarpour, K. C. Hewitt, R. L. Turner, J. R. Dahn

Bibliographic record

VenueJournal of The Electrochemical Society · 2004
Typearticle
Languageen
FieldEngineering
TopicAdvancements in Battery Materials
Canadian institutionsDalhousie University
FundersNatural Sciences and Engineering Research Council of CanadaDalhousie University
KeywordsNanocrystalline materialElectrochemistryThin filmMetalSputteringMaterials scienceInsertion reactionCrystallographyAnalytical Chemistry (journal)ElectrodeChemistryNanotechnologyMetallurgyCatalysisPhysical chemistry

Abstract

fetched live from OpenAlex

Detailed electrochemical studies of the reaction of Li with combinatorially sputter-deposited BCC and nanocrystalline thin films are reported for In situ X-ray diffraction (XRD) performed for 0.36, 0.44, show no evidence for formation of new phases during the reaction with Li. During charge/discharge cycling, a definite and periodic variation of the BCC (110) Bragg angle for is strong evidence for a topotactic Li insertion mechanism. Sensitive differential capacity vs. measurements on cells with show no new peaks for as many 75 cycles, supporting a topotactic insertion reaction. However, in the higher Sn content films the appearance and growth of new peaks after the first cycle is consistent with the aggregation of Sn clusters and the formation of Li-Sn phases. Inclusion of about 20% oxygen in nanostructured films seems to prevent Sn aggregation and improve the cycling performance markedly. The best materials give specific capacities near 350 mAh/g, have densities near 9 g/cc and cycle well. This could be the first report of true topotactic Li insertion into a metal host. © 2004 The Electrochemical Society. All rights reserved.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.004

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.229
Teacher spread0.222 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations19
Published2004
Admission routes2
Has abstractyes

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Same venueJournal of The Electrochemical SocietySame topicAdvancements in Battery MaterialsFrench-language works237,207