Pinchi Lake mine closure : demolition debris disposal
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The Pinchi Lake mine operated from 1940 to 1944, and again between 1968 and 1975. Between 2010 and 2012, the mine underwent decommissioning and reclamation. This paper reviews the development of the plans for on-site disposal of demolition debris from decommissioning of the infrastructure including the ore processing and roasting facilities. This paper describes: the investigations by Teck to evaluate disposal options, including identification of the challenges associated with the recycling of scrap metal that could potentially be contaminated with mercury; the involvement of local First Nations in the process; and, the subsequent evaluation of on-site disposal options. The selected on-site disposal option of backfilling part of an open pit with the debris and waste rock was accepted by the First Nations and was also approved by the regulators. The design of the landfill, the waste testing and emplacement requirements and the results of the environmental monitoring are provided.
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.
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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it