EU and developing Asia trade dispute settlement: assertive legalism for political autonomy
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
The EU trade dispute resolution strategy is currently reshaped by new initiatives, from the Comprehensive Economic and Trade Agreement (CETA) with Canada to the EU-Vietnam Free Trade Agreement (EUVFTA), in which the need for human rights-related provisions integration and clarification, including for dispute settlement, have partially been taken into account. It is in the dispute settlement domain that sovereign States’ interests are challenged, while emerging trade giants like China or India, and a number of Asian developing countries, are deploying all their heterodox economic strategy. In this general context, this chapter questions the concepts of the peaceful multilateral settlement of disputes in reference to a number of key disputes between the EU and Developing Asia. It concludes in qualifying developing Asia’s activism as a form of assertive legalism for political autonomy and proposes a new strategy for the EU to address developing-Asia-related trade disputes.
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.
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