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Record W2290294959 · doi:10.14288/1.0052841

A Genetic model for the Sustut copper deposit, North-Central British Columbia

2010· article· en· W2290294959 on OpenAlexaffabout
Derek H. C. Wilton

Bibliographic record

VenuecIRcle (University of British Columbia) · 2010
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCopperGeologyMetallurgyMaterials science

Abstract

fetched live from OpenAlex

Host of the Sustut Copper deposit, 230 miles (370 km) northwest of Prince George, is a 600 m thick sequence of volcaniclastic rocks of the upper member of the Upper Triassic Moosevale Formation. This unit strikes northwesterly and dips about 20 degrees to the south. Regional stratigraphic nomenclature has been rather confused but the latest subdivision by Monger and Church (1977) was used for this report. The Moosevale Formation is mostly conglomerate and volcanic breccia with local discontinuous and thin layers of tuffaceous rocks. Fragments in the unit are mainly basic to intermediate volcanic rock. Six relatively common types of fragments are recognizable as being derived from coeval volcanism. Logging of 10,000 ft of diamond drill core representing four cross-sections through the main ore zones was done in a rigorous manner on a coding form designed for input into a computer. Computer output led to a rabid visual and quantitative evaluation of the data, particularly as regards to physical characteristics and internal stratigraphy of the host unit. No stratigraphic subdivision within the upper member of the Moosevale Formation was accomplished. Thin section study of metamorphic mineral assemblages indicated the metamorphic grade of the host rocks is prehnite-pumpellyite facies. This grade is higher than that in other rocks of the same lithologic units at equivalent stratigraphic levels elsewhere. Copper-rich zones with economic potential appear to be restricted to the upper 60 m of the 600 m thick, coarse-grained volcaniclastic host, though there are minor occurrences throughout. The copper minerals, mainly chalcocite, bornite, chalcopyrite and native copper, are epigenetic and occur with quartz, epidote, prehnite, and carbonate in veinlets and in tabular zones parallel to bedding. Pyritized rock surrounds some copper-bearing tabular zones. Veins are negligible in total volume of mineralized rock and formed mainly by open space filling; both open space filling and metasomatism were operative to variable degrees in tabular mineralized zones. A crude vertical zoning is apparent in some tabular zones, where the idealized sequence from margin to core is: pyrite-chalcopyrite-bornite-chalcocite-native copper. Most tabular zones show neither the complete sequence nor a perfectly symmetric distribution of zones about a native copper core, and in some cases there is no semblance of a zonal distribution of ore minerals. Specific ranges of textural parameters (such as sorting, grain size, etc.) of the host rock, have been found to have been particularly amenable to the occurrence of copper minerals. These quantified textural parameters have been.compared statistical1y with copper mineralization and illustrate the correlation of copper minerals with volcaniclastic rocks that have sedimentary features indicating a high porosity and probably a high permeability prior to mineralization. These, porous units within the vol caniclastic pile are represented by the tabular copper zones. Copper minerals and non-metallic metamorphic minerals were precipitated from the same solutions, both in veins and relatively porous tabular zones. A limited geothermometry, based on sulphide phase relations and an interpreted origin to intergrowth textures, is consistent with temperatures of deposition of 250 - 300*C indicated by gangue mineral assemblages. The tabular copper zones and local sets of veinlets appear to have formed interconnected channelways permeable to ore fluids that presumably were derived from below. Age of mineralization is uncertain but vertical mafic dykes that cut the Moosevale Formation stratigraphically above the main mineralized zones are cut by veins and thus are premineralization. The upward flow of the hot solutions within a structural zone defined now by swarms of Cu-bearing veinlets produced a confined geothermal high that resulted in a local node of prehnite-pumpel1yite facies. metamorphism and con-comittent development of copper minerals and pyrite. Tabular zones with interstitial ore fluid represent loci of f1uid-wal1 rock reaction and ore-mineral zoning may be attributed in-part to diffusion outward from these loci. Sequential development of ore minerals as indicated by paragenetic studies and the observed zonal distribution requires an ore fluid initially more oxidizing than the basaltic country rock. Continued reaction to produce first native copper followed" successively by chalcocite, bornite, chalcopyrite and finally pyrite, resulted in the ore solution nearing equilibrium with the host.

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)0.001
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.220
Threshold uncertainty score0.443

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0020.000
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0140.001

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 head0.007
GPT teacher head0.159
Teacher spread0.152 · 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

Citations0
Published2010
Admission routes2
Has abstractyes

Explore more

Same venuecIRcle (University of British Columbia)→Same topicGeochemistry and Geologic Mapping→French-language works237,207→