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Record W2760227789 · doi:10.1021/acs.chemmater.7b04093

Microscopic Dynamics of Li<sup>+</sup>in Rutile TiO<sub>2</sub>Revealed by<sup>8</sup>Li β-Detected Nuclear Magnetic Resonance

2017· article· en· W2760227789 on OpenAlexafffund
Ryan M. L. McFadden, T Buck, Aris Chatzichristos, Chia‐Chin Chen, K. H. Chow, David Cortie, Martin H. Dehn, Victoria L. Karner, Dimitrios Koumoulis, C. D. P. Levy, Chilin Li, Iain McKenzie, Rotraut Merkle, G. D. Morris, M. R. Pearson, Z. Salman, Dominik Samuelis, Monika Stachura, Joachim Maier, R. F. Kiefl, W. A. MacFarlane

Bibliographic record

VenueChemistry of Materials · 2017
Typearticle
Languageen
FieldEngineering
TopicAdvancements in Battery Materials
Canadian institutionsTRIUMFSimon Fraser UniversityUniversity of AlbertaUniversity of British Columbia
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsMotional narrowingPolaronActivation energyRutileRelaxation (psychology)Atmospheric temperature rangeCondensed matter physicsSpin–lattice relaxationDiffusionNuclear magnetic resonanceChemistryMaterials scienceElectronPhysical chemistrySpectral linePhysicsNuclear quadrupole resonanceThermodynamics

Abstract

fetched live from OpenAlex

We report measurements of the dynamics of isolated 8 Li + in single crystal rutile TiO 2 using β-detected nuclear magnetic resonance. From spin–lattice relaxation and motional narrowing, we find two sets of thermally activated dynamics: one below 100 K and one at higher temperatures. At low temperature, the activation barrier is 26.8(6) meV with prefactor 1.23(5) × 10 10 s –1 . We suggest this is unrelated to Li + motion and rather is a consequence of electron polarons in the vicinity of the implanted 8 Li + that are known to become mobile in this temperature range. Above 100 K, Li + undergoes long-range diffusion as an isolated uncomplexed cation, characterized by an activation energy and prefactor of 0.32(2) eV and 1.0(5) × 10 16 s –1, respectively, in agreement with macroscopic diffusion measurements. These results in the dilute limit from a microscopic probe indicate that Li + concentration does not limit the diffusivity even up to high concentrations but that some key ingredient is missing in the calculations of the migration barrier. The anomalous prefactors provide further insight into both Li + and polaron motion.

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 head0.006
GPT teacher head0.211
Teacher spread0.205 · 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

Citations16
Published2017
Admission routes2
Has abstractyes

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