The EU Seal Products Ban – Why Ineffective Animal Welfare Protection Cannot Justify Trade Restrictions under European and International Trade Law
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
In this article, the author questions the legitimacy of the general ban on trade in seal products adopted by the European Union. It is submitted that the EU Seal Regime, which permits the marketing of Greenlandic seal products derived from Inuit hunts, but excludes Canadian and Norwegian seal products from the European market, does not ensure a satisfactory degree of animal welfare protection in order to justify the comprehensive trade restriction in place. It is argued that the current ineffective EU ban on seal products, which according to the WTO Appellate Body cannot be reconciled with the objective of protecting animal welfare, has no legal basis in EU Treaties and should be annulled.
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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 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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