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Record W4401480232 · doi:10.56952/arma-2024-0801

Thembelani and Khuseleka Mines in the Bushveld Igneous Complex's Western Limb in South Africa

2024· article· en· W4401480232 on OpenAlexaff
Richard Masethe, S. Durapraj, M. Modika, M. Ngwenya, Amoussou Coffi Adoko, T. Zvarivadza

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicArchaeology and Rock Art Studies
Canadian institutionsStillwater (Canada)
Fundersnot available
KeywordsIgneous rockGeologyMining engineeringGeochemistry

Abstract

fetched live from OpenAlex

ABSTRACT: The Merensky (MER) orebody in the Bushveld Complex in South Africa has been mined extensively. Regional and local pillars, zones of unmined ground, potholes, and remnants were left in-situ. 15 to 400 m beneath the MER orebody, the UG2 chromitite orebody is currently being exploited. Due to the location of these two orebodies, it is postulated that the unmined ground in the MER above may have an influence on the current UG2 ground conditions. Although many mining variables could have impacted the successful exploitation of the UG2, the in-situ blocks of ground on the MER reef horizon seemed to present an additional risk, which had not been extensively researched before. Of concern is that, this phenomenon is occurring at different depths and different middling between the two orebody packages. In some cases, it was found that relatively shallow UG2 reef mining could encounter conditions like those experienced in deep mining environments (e.g., spalling, scaling pillars, and rockburst hazard). Source mechanisms of significant mining-related seismic events (ML≥1.0) were analyzed and facilitated the comprehension of the dominant modes of failure. Much of the work focused on seismic events triggered by movement along planes of weakness and the closure rate experienced by the stopes in both the MER and UG2. 1. BACKGROUND The Merensky Reef is a regular, persistent tabular orebody with various layers: pegmatoid, chromitite, and pyroxenite (Lougher and Mellowship, 1991). It is generally composed of an upper feldspathic pyroxenite assemblage near the top of the Upper Group of the Upper Critical Zone of the Bushveld Complex. It is overlying a thin basal chromitite stringer, followed by an anorthosite to norite footwall and a thin anorthosite layer (0.1 – 0.2 m thick), which is underlain by norite (Fig. 1). Locally, this is termed a "pyroxenite reef". The UG2 chromitite layer comprises chromitite and pegmatoid units. It is well renowned for its short-distance undulation due to its conformable interaction with the footwall. The UG2 Reef is made up of a coarse plagioclase-orthopyroxene pegmatoid layer that can grade into coarse pyroxenite (Leeb-Du Toit, 1986). The reef's thickness ranges from 0.2 to 2 m, with an average of about 0.7 m. The absence of coarse pyroxenite beneath the UG2 chromitite layer suggests that the stratum is potholed (Lougher and Mellowship, 1991). The UG2 Reef consists of a primary chromitite layer, which contains the majority of the PGM and base metal mineralization, followed by a poorly mineralized pegmatoidal pyroxenite footwall (Fig. 1). The hanging wall to the main chromitite layer is feldspathic pyroxenite with up to four thin, weakly mineralized chromitite layers.

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 score0.045
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.057
GPT teacher head0.320
Teacher spread0.263 · 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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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