Trade contestation and regional politics: The case of Belgium and Germany
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 developing an extensive network of trade agreements, the European Union has pushed for liberalization commitments that impinge on the competencies of subnational jurisdictions. This raises new challenges in federal systems as the emerging multilevel character of trade politics means subnational authorities could increasingly demand a say in the negotiation or ratification of these trade agreements. To address the tension between subnational regulatory autonomy and collective problem-solving in trade negotiations, Europe needs to avoid suboptimal trade outcomes where actions of contestation by subnational jurisdictions on the grounds of regulatory encroachment can undermine or veto collective agreement. Using the cases of Belgium and Germany, this article illustrates how the growing subnational contestation around trade agreements requires greater coordination and consensus to avoid domestic gridlock in their ratification. The article suggests normative ideas for the EU to address the overlapping authority challenges across multilevel governance. As the values of trade have changed, these normative measures should include the framing of trade narratives, addressing asymmetries of influence, enhancing subnational engagement, and mitigating the distributive costs of liberalization. These avenues for trade policymaking are to be ultimately advantageous for the EU's pursuit of greater integration.
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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 | 0.001 | 0.004 |
| 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