Slope monitoring plan and risk management process- Case study: Chadormalu open pit mine
Bibliographic record
Abstract
ABSTRACT: A comprehensive understanding of the risks and the implementation of suitable control operations are crucial for the effective management of unstable walls in large open pit mines. The Chadormalu mine is divided into five domains. Domain 1 is of paramount importance, as reducing the slope is not a viable option. The wall is situated on a substantial portion of the ore, in conjunction with structures and power towers. The analysis, which attributes the properties of the tectonized zone to the unstable regions, yields results that closely align with the actual conditions. Consequently, the implementation of the TARP program and monitoring system effectively addressed the instability. This strategy facilitated mitigation with minimal associated costs and risks. Nevertheless, the potential loss of 2 million tons of waste remains a concern. To address this, a numerical analysis of the finite element was conducted, focusing exclusively on the primary structures, according to the Moher-Columb criterion. A comprehensive examination of the area revealed wedge-shaped collapses, as well as plane ruptures and block toppling failure.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".