Bibliographic record
Abstract
Diavik mine -transitioning from operations to closureRio Tinto's Diavik Diamond Mine is one of the Northwest Territories' largest diamond operations, mining four kimberlite pipes on Lac de Gras since 2003.With the recovery of over 144 million carats of diamonds over 21 years of operation, the current mine plan anticipates that last ore will be delivered in early 2026. Safety commitmentAt Diavik, safety is more than a priority -it underpins all activities across the mine site as well as the Yellowknife office and product splitting facility.In 2023, the mine rolled out new leadership and safety training to the entire workforce, including contractors.This reflects the company's commitment to build an even stronger health, safety and environment culture.The mine saw a slight improvement in its All Injury Frequency Rate year over year and a reduction in the number of Potential Fatal Incidents. Commitment to Northern communitiesLast year, Diavik celebrated its 20 th anniversary since commercial production began in 2003.Throughout that time, benefits have flowed to Northern communities, the government and Indigenous partners.Being allowed to mine is a privilege and Diavik honours that by working respectfully with all its partners and ensuring local communities benefit socially and economically from the operation of the mine.
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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) | 0.001 | 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".