The WTO Impact on Internal Regulations: A Case Study of the <i>Canada–EC Asbestos</i> Dispute
Bibliographic record
Abstract
Introduction The WTO is facing increasing criticism. This was highlighted during the third ministerial meeting in Seattle, where massive street protests disrupted the conduct of the conference. Apart from demonstrations, a series of groups used the Seattle ministerial meeting to articulate a range of views on the future of the trading system, in most cases far more subtle than a blanket or dogmatic rejection of globalisation or even the WTO. Non-governmental organisations and public policy-makers from all over the world met to analyse WTO policies and their potential impacts. Amongst the most common criticisms was the WTO's alleged role in impeding national governments from granting adequate protection to the environment, or addressing consumer interests and national health and safety concerns. Different understandings concerning the extent to which WTO rules constrain domestic regulatory autonomy have manifested themselves in recent high-profile trade controversies. In the famous Beef Hormones case, the USA successfully challenged the EC's ban on beef injected with natural and synthetic growth hormones. The regulatory measure in question had been adopted in a response to European consumers' concerns about potential health effects of such hormones being present in foodstuffs. Similarly, in the case of genetically modified organisms (GMOs), European consumers' reluctance towards genetically modified foods triggered the European institutions to adopt detailed regulations regarding risk assessment, release authorisation, subsequent monitoring and labelling of GMOs. The WTO consistency of this regulatory framework was repeatedly the subject of controversy in the TBT Committee.
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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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.029 | 0.016 |
| Scholarly communication | 0.015 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.007 | 0.006 |
| Insufficient payload (model declined to judge) | 0.004 | 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".