AN ASSESSMENT OF THE EFFECTIVENESS OF CANADA'S BULK WATER EXPORT POLICY USING BRITISH COLUMBIA AS A CASE STUDY
Bibliographic record
Abstract
A potential global water crisis is looming. While exporting Canada's water may appear to offer help to thirsty regions, water export could have serious negative consequences, including potential environmental impacts and the potential that Canada's sovereign management of its water could be compromised by its obligations under international trade agreements. In ths paper, I assess the effectiveness of Canada's current bulk water export policy, the Accord for the Prohibition of Bulk Water Removal From Drainage Basins (the Accord), using an in depth Multiple Streams analysis of British Columbia's policy making process and a comparison of water export policies across Canada. The results of this analysis show that a uniform and ongoing commitment to the prohibition of water export is lacking and that the Accord is not likely to achieve its goal of prohibiting the bulk removal of water fiom the Canadian portions of major drainage basins.
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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".