Sealing animal welfare into the GATT exceptions: the international dimension of animal welfare in WTO disputes
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
Abstract EC–Seal Products has been characterized as a contest between local moral preferences about animal welfare, on the one hand, and global commitments to trade disciplines on the other. But that description fails to take into account the development of international legal norms concerning animal welfare and their relevance to this case, as well as to other potential disputes involving animal welfare measures that affect trade. The international dimension of animal welfare implicates two ongoing debates in international trade law: what the relationship should be between WTO law and general international law, and the extent to which ‘public morals’ under Article XX(a) of GATT can be locally defined or need to be internationally shared. This Article examines the argument that there is a general principle of international law concerning animal welfare, and analyzes the role that international norms regarding animal welfare should play in EC–Seal Products .
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.004 | 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 it