"THE LIKELIHOOD OF CANADIAN BULK WATER EXPORTS - BREATHING NEW LIFE INTO STAPLES THEORY"
Bibliographic record
Abstract
Canada’s water sovereignty is increasingly threatened by the growing scarcity of this resource around the globe, particularly within the United States. This thesis explores the political and economic factors poised to drive future commodification and export of Canadian water resources. Despite federal opposition to water exportation, I illustrate how Canada may be forced to pursue this practice in the absence of drastic reforms to current federal water policy. Engaging staples theory, this thesis provides a comparative analysis of determinants driving early Canadian staples development with those encouraging bulk water exportation today. Early staples discourses are utilized to explore the likelihood of water exportation, while illustrating the utility of the staples approach to modern Canadian contexts. My research identifies several new factors an updated staples theory must consider in contemporary analyses of Canadian resource development, including, the modern environmental movement, the growth of international trade frameworks, and a decentralized Canadian federation.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".