Bibliographic record
Abstract
The North American Free Trade Agreement (NAFTA) incorporated three distinct dispute settlement mechanisms, addressing (1) investor–state disputes (ISDS) between foreign investors and host states; (2) binational panel review of national administrative agency rulings under domestic anti-dumping (AD) and subsidy/countervailing duty (CVD) laws; and (3) state-to-state disputes challenging another party’s application or interpretation of the agreement. The United States-Mexico-Canada Agreement (USMCA) incorporates the same three mechanisms, two of which, ISDS and state-to-state dispute settlement, are extensively modified. This chapter addresses the individual mechanisms and the context under which the negotiations took place, emphasizing the elimination of ISDS coverage for US-Canada disputes and the limitations placed on such disputes between the United States and Mexico. The possibly significant USMCA improvements to NAFTA’s deeply flawed state-to-state dispute resolution system are also discussed. At the insistence of Mexico, the trade dispute settlement mechanism (Chapter 19) remains largely intact.
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 | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".