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Tin and Niobium in Dry and FluidRich H2O, F Silicate Glasses

2005· article· en· W2010739646 on OpenAlexaff
P. C. Piilonen, F. Farges, Robert L. Linnen, Gordon E. Brown

Bibliographic record

VenuePhysica Scripta · 2005
Typearticle
Languageen
FieldMaterials Science
TopicGlass properties and applications
Canadian institutionsUniversity of WaterlooCanadian Museum of Nature
Fundersnot available
KeywordsPeralkaline rockTinMineral redox bufferSilicateNiobiumMaterials scienceX-ray absorption fine structureAnalytical Chemistry (journal)Saturation (graph theory)Quenching (fluorescence)MineralogyInorganic chemistryChemistryOxygenMetallurgyGeologySpectroscopyFluorescenceGeochemistryPhysicsOpticsEnvironmental chemistry

Abstract

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The speciation of niobium and tin in 29 silicate glasses was investigated by XAFS at the Nb and Sn K-edges using beamline 4-3 and 11-2 at SSRL (Stanford, USA). The metal content in the glasses varies between 100 ppm and 5 wt.% (to examine the effects of Nb 2 O 5 and SnO 2 saturation in the melt composition prior quenching). The glasses show variation in composition from peralkaline to peraluminous, with either zero or ∼2 wt.% fluorine. In addition, hydrous glasses were quenched from water-saturated melts at 850 °C and 2 kbar under relatively reducing conditions. Three "haplogranitic" compositions (a model granite in the system Na 2 O-K 2 O-AlO 3 -SiO 2 ) were investigated: peralkaline (labeled "ASI 0.6"), metaluminous ("ASI 1.0") and peraluminous ("ASI 1.2"). One series of haplogranitic glasses ("SQ") were synthesized at intermediate oxygen fugacity conditions (∼10 −9 atm.). In addition, 15 model oxide and silicate compounds of tin and niobium were investigated. The tin-bearing glasses show Sn K-edge XAFS spectra that resemble that displayed by eakerite, a Ca-Sn silicate in which Sn(IV)O 6 octahedra share corners with SiO 4 tetrahedra (⟨Sn-O-Si⟩: 150°). However, the most reduced glasses show significant contributions arising from weakly bound Sn(II)O n complexes. The niobium-bearing glasses show Nb K-edge XAFS spectra that most closely resemble that displayed by vuonnemite, a Na-Ti-Nb silicophosphate. Niobium forms NbO 6 clusters, also bonded to Si/Al second neighbors. The coordination geometry of niobium in the glasses is strongly influenced by both Nb content and alkalinity; H 2 O content does not strongly influence the speciation of niobium. Fluorine-bearing Nb-glasses show unusual XANES spectra, which might be related to a decrease in the coordination number of niobium from 6 to 4 (or 5). However, based on Nb K-edge XANES calculations (FEFF 8), fluorine does not appear to complex niobium.

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 score0.007
Threshold uncertainty score0.014

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)0.0020.000

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 head0.229
Teacher spread0.216 · 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

Citations12
Published2005
Admission routes1
Has abstractyes

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