The decommissioning of the Denison uranium facilities in Elliot Lake
Bibliographic record
Abstract
The Denison uranium facilities consisted of the Denison, Stanrock and Can-Met mines. The Denison mine operated continuously from 1957 through to 1992, while the Stanrock and Can- met mines had discontinuous operations. Several other mines in the Elliot Lake area were also developed in the mid 1950's to supply uranium primarily to the United States Atomic Energy Commission. From the 1970s to the 1990s, the Denison mine supplied uranium to electrical power generating facilities; however, the cancellation of the Ontario Hydro contracts resulted in the closure of the Denison mine in 1992. All of the Denison uranium facilities were decommissioned between 1992 and 1998 and have been in a state of monitoring, care and maintenance since that time. The purpose of this paper is to describe the decommissioning activities for each site, the monitoring programs in place and water quality improvements that have occurred since decommissioning was completed. (author)
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 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".