MétaCan
Menu
Back to cohort
Record W4409658646 · doi:10.5382/econgeo.5141

Sulfur Isotopes as a Record of Complex Sulfide Saturation Histories in Conduit-Type Ni-Cu-PGE Deposits: An Example from the Eastern Gabbro, Coldwell Complex, Canada

2025· article· en· W4409658646 on OpenAlexaffabout
Matthew J. Brzozowski, Pete Hollings, David Good, Chanelle Boucher

Bibliographic record

VenueEconomic Geology · 2025
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeological and Geochemical Analysis
Canadian institutionsWestern UniversityLakehead University
Fundersnot available
KeywordsGeologyGabbroSulfurSulfideSaturation (graph theory)GeochemistryIsotopeIgneous rockMetallurgyMaterials science

Abstract

fetched live from OpenAlex

Abstract Copper-platinum-group element (PGE) mineralization in the Eastern Gabbro Suite is restricted to the Marathon Series. The mineralization occurs in the Marathon deposit and the Sally deposit, as well as Four Dams, Boyer, and Redstone occurrences, which are to the north of Marathon (i.e., the northern deposits). The northern deposits must have formed by distinct processes because they are characterized by Cu/Pd and S/Se ratios that are higher and lower than mantle values, respectively. Base-metal sulfides in the northern deposits exhibit a range of δ34S (–0.7 to 3.78‰) and Δ33S (–0.44 to 0.34‰) values. The nonmantle values imply that externally derived S was added to the northern deposit magmas, with the sources of S likely having been Archean in age. The variability toward mantle values likely resulted from destruction of the contaminant signatures by interaction of the sulfide liquids with multiple uncontaminated pulses of magma. This interpretation can also explain the systematically low S/Se ratios of the northern deposits because, unlike S isotopes that equilibrate to mantle values at high R factors, S/Se ratios equilibrate to values lower than mantle at equivalent R factors. Taken together, it is evident that, compared to Marathon, the northern deposits experienced more complex sulfide saturation histories, which were characterized by multiple sulfide segregation events—some of which depleted the melts in PGE—and derivation of S from Archean reservoirs containing elemental S and S produced by sulfate reduction.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.037
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

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)0.0100.000

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 head0.028
GPT teacher head0.208
Teacher spread0.179 · 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 teacher head, not a consensus.

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
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueEconomic GeologySame topicGeological and Geochemical AnalysisFrench-language works237,207