Investor-State Dispute Settlement between Developed Countries: Reflections on the Australia-United States Free Trade Agreement
Bibliographic record
Abstract
Free Trade Agreements between developed countries now frequently contain provisions on investor protection, but the resolution of disputes remains problematic. Chapter 11 of the North American Free Trade Agreement (NAFTA) allows investors to bring direct claims against a host State before an international tribunal without exhausting domestic remedies. This has resulted in a number of claims against the United States by Canadian investors and against Canada by U.S. investors. Chapter 11 of the Australia-United States Free Trade Agreement (AUSFTA) does not permit direct claims, relying instead on a State-to-State dispute resolution mechanism. This paper reviews the evolution of investment-dispute resolution from diplomatic protection to NAFTA and AUSFTA. It suggests that because developed countries have developed legal systems capable of resolving investment disputes expeditiously and without bias, it should be possible to marry the advantages of direct claims with those of the local remedies rule, allowing investors to enforce their own rights under a treaty but requiring them to do so in domestic courts first.
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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 | 0.010 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.013 |
| Scholarly communication | 0.011 | 0.008 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.006 | 0.009 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".