Constructivism, Embedded Liberalism and Anti-Dumping Canadian Public Interest Query as Case Study of Embedded Liberalism
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 majority of proposals for international anti-dumping reform focus almost entirely on the relevant economic factors - consumer welfare losses and gains. Therefore, almost all proposals come to the exact same conclusion; in light of the enormous welfare losses suffered by domestic consumers, international anti-dumping law should be repealed in its entirety, or at least replaced by some form of international competition law. However, this analysis views the issue of anti-dumping law through the constructivist lens, and more specifically, the embedded liberalism view of international trade law. From this perspective, economics alone does not grasp the constitutive realities at play in anti-dumping law; domestic perspectives of legitimacy and fairness shape the contours of international anti-dumping law and these constitutive norms espouse a view that protectionism, in a variety of different shapes and forms, is as much a part of international trade law as the traditional laissez-faire liberalist approach. This article concludes that public interest inquiries, which form part of a small number of countries' anti-dumping laws, embrace the constitutive realities at play in antidumping law and provide an opportunity for development of legitimate international antidumping reform. This article examines the Canadian approach to public interest inquiry in anti-dumping, including recent developments.This article concludes that the current Canadian experience demonstrates that embracing a public interest inquiry as part of anti-dumping reform may provide true hope for future development based on an embedded liberalism view of international trade relations.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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