Structure, Legitimacy and NAFTA’s Investment Chapter
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In this Article, Professor Brower examines the investment chapter of the North American Free Trade Agreement (NAFTA). He argues that the relevant treaty provisions lack a substantial measure of textual clarity. In addition, he argues that ad hoc tribunals based on the commercial arbitration model have generated incoherent doctrine and are relatively less accountable, transparent, and accessible than permanent tribunals. Furthermore, he argues that the NAFTA Parties and their courts so far appear to place a higher priority on the pursuit of narrow self-interest than on the principled administration of international governance. Collectively, these circumstances help to explain the frequency and intensity with which claimants, tribunals, and the NAFTA Parties refer to the perceived illegitimacy of investor-state arbitration under NAFTA. While superior proposals may emerge, Professor Brower suggests that mitigation of this legitimacy crisis may require the continuation of ad hoc arbitration, followed by review by a standing appellate body and supervised by an accountable, transparent Free Trade Commission.
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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 | 0.001 |
| 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 it