Mapping the Scope of Dispute Settlement in Regional Trade Agreements: Implications for the Multilateral Governance of Trade
Why this work is in the frame
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Bibliographic record
Abstract
Abstract This article argues that the inclusion of provisions for the settlement of disputes in regional trade agreements enhances, rather than disrupts, the centrality of the World Trade Organization's dispute settlement system. Using a dataset that organizes exclusion clauses and special provisions for dispute settlement in regional trade agreements, the study develops a thematic typology that is used to examine the ways that disputes may be channelled between regional and multilateral dispute settlement institutions. This comparative empirical dimension offers a more accurate picture of the global contours of regionalization as they relate to the juridical aspects of trade governance, suggesting that the decentralization of dispute settlement inferred by the rapid development of regional bodies has been overstated.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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