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Record W4401280024 · doi:10.3749/2300069

Origin of Chromitite-Anorthosite Interlayering in the Bushveld Complex

2024· article· en· W4401280024 on OpenAlexaff
Wolfgang Maier, Sarah‐Jane Barnes

Bibliographic record

VenueThe Canadian Journal of Mineralogy and Petrology · 2024
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsAnorthositeChromititeGeologyGeochemistryPaleontology

Abstract

fetched live from OpenAlex

ABSTRACT An idealized stratigraphic section of the five main chromitite-bearing cyclic units of the Upper Critical Zone of the Bushveld Complex typically consists of basal chromitite overlain by pyroxenite, norite, and anorthosite. Such units can be explained by classical fractional crystallization from a Mg-rich basalt followed by injection of new magma. However, in some cases both the underlying and overlying rocks of the chromitite are anorthosite. Furthermore, most of the interstitial material in the chromitites is not pyroxene, which would be the mineral expected to crystallize with chromite, but rather it is oikocrystic plagioclase. Finally, recent age dating suggests that the cyclic units may not have been emplaced in stratigraphic order, with the upper group chromitites being older than the underlying middle group chromitites. In order to reconcile some of these data we compiled field and drill core observations from the Upper Critical Zone. Of particular interest is the MG2–MG3 interval, showing pronounced layering, abundant autoliths of various shapes and compositions, as well as flame structures and boudinage. Many of these features are typical of sedimentary mass flows, suggesting that the MG2–MG3 interval formed via granular flow of intruding chromite-orthopyroxene crystal slurries that deposited chromitite and orthopyroxenite. The heat of the new magma influx caused partial melting of the host leuconorite to produce restitic anorthosite and buoyant noritic melt. The latter infiltrated the slurry, resulting in a disequilibrium assemblage of cumulus chromite and oikocrysts of plagioclase.

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 score0.018
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
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 head0.027
GPT teacher head0.243
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 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
Published2024
Admission routes1
Has abstractyes

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