Can Export Restrictions be Disciplined Through the World Trade Organisation?
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 A number of major agricultural exporting countries responded to high food prices from 2007 to 2011 by imposing export restrictions on agricultural commodities in efforts to constrain domestic food price inflation. These restrictions reduced the volume of internationally traded food and exacerbated international price spikes. Net food‐importing countries were faced with growing import bills, and non‐governmental organisations that target food security scaled‐back programme commitments and appealed for increased funding. There have subsequently been a chorus of calls for the development of a formal international framework that could discipline the use of agricultural export restrictions; the agreements of the World Trade Organisation ( WTO ) have been targeted as possible fora for such disciplines. We present a framework in which the efficacy of such disciplines can be analysed and conclude that constraints on agricultural export restrictions are not likely to be effective within the WTO 's Dispute Settlement Understanding for two reasons. First, the timelines for dispute settlement in the WTO are too long to be useful in disputes about export restrictions during periods of high food prices. Second, the withdrawal of tariff concessions, or trade retaliation, that could be authorised in such cases would not be a credible response for many complainant countries.
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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 | 0.000 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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