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Record W2223935251

A XENOLITH-BASED LITHOSPHERIC TRANSECT OF THE SLAVE CRATON, N.W.T., CANADA

2012· dissertation· en· W2223935251 on OpenAlexaboutno aff
Kathleen Ann Mather

Bibliographic record

VenueDurham e-Theses (Durham University) · 2012
Typedissertation
Languageen
FieldEarth and Planetary Sciences
TopicGeological and Geochemical Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsCratonKimberliteGeologyGeochemistryXenolithPeridotiteLithosphereMantle (geology)MetasomatismArcheanOlivineEarth sciencePaleontologyTectonics
DOInot available

Abstract

fetched live from OpenAlex

During the last decade, the Canadian Slave craton has emerged as an important global diamond resource. Recent work on the sub-continental lithospheric mantle (SCLM) beneath this craton has yielded tantalising suggestions about its structure and composition that are of interest to the diamond mining effort. Geochemical studies of xenoliths, sulphides, diamond inclusions and mineral separates, together with teleseismic and magnetotelluric interpretations have indicated that the Slave SCLM has a unique stratified structure. This consists of a highly depleted mantle layer above ~110 km, most pronounced in the central Slave region, with a relatively ‘fertile’ layer of mantle beneath that extends to the base of the lithosphere. As diamond mining and exploration in the Slave craton matures, more samples are available for study, allowing testing of earlier models and refinements on existing geotherm estimates. This PhD provides new silicate major and trace element compositions, thermobarometry and rhenium-osmium (Re-Os) isotope data for two new suites of peridotite xenoliths from Slave craton kimberlites (Artemisia and Diavik), as well as new Re-Os data for existing suites from Gahcho Kué (Kopylova and Caro, 2004). Major element data from all localities are used to calculate new geotherms for the Slave Craton, using the method outlined by McKenzie et al (2005) and expanded by Mather et al. (2011). The average mineral compositions, rare-earth elements, Mg#, and Rhenium-depletion ages (TRD) for individual xenoliths from all localities are plotted on these new geotherms. The resulting patterns of TRD with depth are used to evaluate the suggestion that the Slave lithosphere is stratified in age as well as composition. Finally, all kimberlite localities studied are used as ‘pseudo-boreholes’ to create a 2-dimensional linear transect from NNW-SSE through the Slave SCLM. The lithospheric stratigraphy illustrated by this transect is used to comment on the apparent layered nature of the continental lithosphere beneath the Slave province and explore which, if either, of the two main craton formation hypotheses were operating during its genesis.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.104

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.143
Teacher spread0.137 · 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 designObservational
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

Citations5
Published2012
Admission routes1
Has abstractyes

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