MétaCan
Menu
Back to cohort
Record W4367677464 · doi:10.1180/mgm.2023.30

First occurrence of the <i>M</i>2<i>a</i>2<i>b</i>2<i>c</i> polytype of argentopolybasite, [Ag<sub>6</sub>Sb<sub>2</sub>S<sub>7</sub>][Ag<sub>10</sub>S<sub>4</sub>]: Structural adjustments in the Cu-free member of the pearceite–polybasite group

2023· article· en· W4367677464 on OpenAlexaffabout
Luca Bindi, Frank N. Keutsch, Dan Topa, Uwe Kolitsch, Marta Morana, K. T. Tait

Bibliographic record

VenueMineralogical Magazine · 2023
Typearticle
Languageen
FieldMaterials Science
TopicCrystal Structures and Properties
Canadian institutionsRoyal Ontario Museum
FundersMinistero dell’Istruzione, dell’Università e della RicercaDivision of Electrical, Communications and Cyber SystemsUniversity of CambridgeHarvard UniversityNational Science Foundation
KeywordsElectron microprobeCrystallographyMineralGroup (periodic table)MetalOctahedronCrystal structureChemical compositionCrystal chemistryCrystal (programming language)ChemistryMineralogyMaterials scienceMetallurgy

Abstract

fetched live from OpenAlex

Abstract The chemistry and the crystal structure of the recently described mineral argentopolybasite are critically discussed based on the study of two new occurrences of the mineral: Gowganda, Timiskaming District, Ontario, Canada and IXL Mine, Silver Mountain mining district, Alpine County, California. The crystal structure of argentopolybasite can be described as the sequence, along the c axis, of two alternating layers: a [Ag 6 Sb 2 S 7 ] 2– A layer and a [Ag 10 S 4 ] 2+ B layer. In the B layer there are linearly-coordinated metal positions ( B sites), which are usually occupied by copper in all members of the pearceite–polybasite group, resulting in a B -layer composition [Ag 9 CuS 4 ] 2+ . In argentopolybasite, however, Ag fills all the metal sites in both A and B layers. By means of a multi-regression analysis on 67 samples of the pearceite–polybasite group, which were studied by electron microprobe and single-crystal X-ray diffraction, the effect of Ag, Sb and Se on the B sites of the B layer was modelled. Although the nomenclature rules for these minerals are based on chemical data only, we think this approach is useful to evaluate the goodness of the refinement of the structure (Ag/Cu disorder) and thus fundamental to discriminate different members of the pearceite–polybasite group.

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 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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesMeta-epidemiology (narrow)
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 score0.160
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.004
Science and technology studies0.0010.003
Scholarly communication0.0000.001
Open science0.0050.003
Research integrity0.0010.002
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 head0.021
GPT teacher head0.233
Teacher spread0.213 · 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; both teacher heads agree on what is shown here.

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

Citations2
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueMineralogical MagazineSame topicCrystal Structures and PropertiesFrench-language works237,207