The Great Lakes as an Environmental Heritage of Humankind: An International Law Perspective
Bibliographic record
Abstract
Since 1985, the eight Great Lakes states and the Canadian provinces of Ontario and Quebec have cooperated to prevent almost all diversions of water from the Great Lakes basin. In 2005, the eight states signed an Agreement to create a tiered system of reviews for diversions and a draft interstate Compact, which creates a binding process to regulate diversions. This cooperation is primarily a state initiative, supported by the federal governments in both countries, which has paid little attention to the international character of the lakes. This Essay argues that there are three major benefits to the region from the incorporation of international environmental law into the anti-diversion regime. First, the recent Compact is an important recognition of the Lakes as a common heritage of human kind. Second, the success of the regime will be aided by the involvement of the International Joint Commission (IJC) in diversion issues because of its broader perspective on Great Lakes issues. Third, international law serves as an additional buffer against the invocation of international and domestic free trade laws to unravel the proposed environmental-navigation protection regime.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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".