Suspensions: To Be Continued The Consequences of the Appellate Body Report in <i>Hormones II</i> WTO Appellate Body Report, 16 October 2008, WT/DS320/AB/R & WT/DS321/AB/R, United States & Canada - Continued Suspension of Obligations in the EC - Hormones Dispute
Bibliographic record
Abstract
In October 2008, the WTO Appellate Body (AB) issued its report on Hormones II, marking the next stage in the long-running Hormones case. This comment discusses the AB’s findings on the matter. It outlines how the AB has shown the correct procedural avenue for cases involving compliance panels, regarding the standard of review, burden of proof and the use of Article 21.5 DSU. In particular, the AB resolves the hitherto unanswered question of how to handle cases concerning the compliance of implementing measures in the post suspension stage. However, some important consequences of the report involve the choice of scientific experts in SPS cases, and the use of the so-called carousel technique by parties that are allowed to suspend concessions. This comment shows how these issues may pose serious threats to the objectiveness of panel procedures, as well as the security and predictability of the multilateral trading system.
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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 | 0.026 | 0.054 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.006 |
| Scholarly communication | 0.012 | 0.006 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.034 | 0.024 |
| Insufficient payload (model declined to judge) | 0.007 | 0.004 |
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".