Bibliographic record
Abstract
Dispute Resolution under USMCA: Modifications to NAFTA And the Potential Implications In this article the author discusses the differences in the dispute resolution mechanisms between the North American Free Trade Agreement and the United States-Mexico-Canada Agreement. The author notes that while all three dispute resolution mechanisms from NAFTA are present in USMCA, two of the mechanisms have been extensively modified. The author is critical of the Trump Administration’s insistence on eliminating NAFTA’s Chapter 11 provisions on investor-state dispute settlements, leading to a severely weakened ISDS mechanism in USMCA. State-to-state dispute settlement (Chapter 20 under NAFTA) was also significantly modified. The third dispute resolution mechanism, a binational panel process that was covered in Chapter 19 of NAFTA, survived with only minor changes as insisted upon by Canada. As the most extensive changes were made to investor-state dispute settlements and state-to-state dispute settlements, the author analyzes these two dispute resolution mechanisms in detail. The author dissects the changes made to these dispute resolution mechanisms and provides insight into the rationale of the countries involved that led to the changes. The author concludes that with Canada’s refusal to sign on to Annex 14-D and a drastically diluted ISDS mechanism governing ISDs between the United States and Mexico, the most likely outcome under USMCA is that there will be a dramatic increase in Chapter 31 claims when the United States is involved and a heavy reliance on the CPTPP for claims between Mexico and Canada.
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 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 | 0.040 | 0.079 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.016 | 0.008 |
| Scholarly communication | 0.014 | 0.006 |
| Open science | 0.004 | 0.006 |
| Research integrity | 0.012 | 0.009 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".