Too much Zeal on Seals? Animal Welfare, Public Morals, and Consumer Ethics at the Bar of the WTO
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 The Seals Regime at issue in EC–Seals pursued conflicting policy objectives of animal welfare, protection of public morals, Inuit, and the marine environment through regulation of product composition and hunting. The panel's TBT findings are problematic. The panel uses the term ‘related’ PPMs in the definition of technical regulations of content and does not distinguish and sequence the legal tests of TBT Articles 2.1 and 2.2 clearly enough. It fails to analyze properly how the necessity analysis should be performed for a multipurpose policy and reduces the ability of WTO members to defend them. The panel also adopts an unduly empiricist definition of public morals and legitimate objectives. This article argues that the content of public morals and legitimate objectives in Article 2.2 should be informed by moral philosophy. Its analysis suggests that collectively binding regulation of ethical standards can generally not be considered to be about public morals.
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 | 0.002 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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