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Record W2510228708 · doi:10.5382/av100.23

The Formation and Preservation of the Witwatersrand Goldfields, the World’s Largest Gold Province

2005· book-chapter· en· W2510228708 on OpenAlexaboutno aff
Hartwig E. Frimmel, David I. Groves, J. Andrew Kirk, J. Ruiz, John Chesley, W. E. L. Minter

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldArts and Humanities
TopicHistory of Science and Natural History
Canadian institutionsnot available
Fundersnot available
KeywordsPublishingPolitical scienceManagementHistoryLawEconomics

Abstract

fetched live from OpenAlex

Abstract The Witwatersrand goldfields in South Africa have been, and promise to remain, the world’s largest goldproducing province, at leat for the medium-term future. The majority of gold occurs, together with pyrite, uraninite, and local bitumen, on degradational surfaces of fluvial conglomerates that were laid down in the 2.90 to 2.84 Ga Central Rand basin. Integration of recent data on the tectonic evolution of the Kaapvaal craton with data on sediment provenance and paleocurrent directions indicate a strong tectonic control on sediment supply from vanished sources, whose equivalents are now exposed mainly in the Amalia-Kraaipan and Murchison granitoid-greenstone belts to the west and north, respectively. Sedimentation took place first in a foreland setting relative to collision between the Witwatersrand and Kimberley crustal blocks, with a subsequent change to a retroarc position in consequence of oceanic-basin closure to the north of the craton. Most of the gold is located within postdepositional microfractures and hydrothermal phases. Microtextural, mineralogical, geo-chemical, and isotopic data indicate that this hydrothermal gold was derived from the local mobilization of detrital particles, supporting a modified paleoplacer model for the genesis of these deposits. The distribution of heavy minerals with which gold is associated, the correlations between elements of detrital minerals, and the isotopic characteristics of uraninite, pyrite, and gold point to erosion of both granitic and mafic and/or ultramafic rocks in highly variable proportions, with the latter having contributed most of the detrital gold. The global and temporal distribution of orogenic gold deposits and Witwatersrand-type paleo-placer deposits suggests that extraction of gold from the mantle into the continental crust has decreased considerably since Mesoarchean times, probably because of decreased mantle heat-flux and partial melting rates. The apparent uniqueness of the Witwatersrand, in terms of total gold content, can be explained by a combination of intense reworking of sediments derived from a rapidly exhumed Paleo- to Mesoarchean greenstone-dominated hinterland by active braided streams in the absence of vegetation and intense chemical weathering under an acidic, reactive Archean atmosphere. Preservation resulted in the first instance from basin capping by a thick pile of extensive 2.71 Ga flood basalts. Discovery of Witwatersrand-style gold deposits in ter-ranes younger than Paleoproterozoic is highly unlikely. Only older foreland and/or retroarc basin fills on stable cratons with a significant greenstone component are considered good targets for future exploration. The expected gold content in Eoproterozoic source rocks is at least an order of magnitude less than in their Archean counterparts.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.124
Threshold uncertainty score0.247

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.005
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.021
GPT teacher head0.184
Teacher spread0.162 · 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 designNot applicable
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

Citations136
Published2005
Admission routes1
Has abstractyes

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