Bibliographic record
Abstract
Placing the potash operation on care and maintenance is expected to increase [PotashCorp]'s competitiveness and reduce the cost of goods sold by around $40-$50m in 2016, although severance and transition costs will partly offset this figure. Customers previously served from the facility will now receive potash deliveries from Saskatchewan through Canpotex - the marketing arm jointly owned by PotashCorp, Mosaic Co. and Agrium - while storage and loading facilities previously used at the port of St John - including a capacity of up to 2.5m tpa potash - will be made available to Canpotex, PotashCorp outlined. According to local news service, CBC News, the economic fallout from the suspension of PotashCorp's operations will be widespread. The Picadilly facility is located near Sussex, which has a population of just 4,300, and the loss of 430 jobs is likely to have a knock-on effect on local businesses.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.257 | 0.055 |
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 source (direct Gemma or distilled Codex), 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".