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Record W2031699989 · doi:10.2202/1542-0485.1060

Europe's Regulation of Agricultural Biotechnology: Precaution or Trade Distortion?

2004· article· en· W2031699989 on OpenAlexaboutno aff
Ian M. Sheldon

Bibliographic record

VenueJournal of Agricultural & Food Industrial Organization · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsnot available
Fundersnot available
KeywordsEuropean unionAgricultural biotechnologyPrecautionary principleParliamentLegitimacyInternational tradeAgricultureGovernment (linguistics)BiotechnologyPolitical scienceBusinessEconomicsLawPoliticsBiology

Abstract

fetched live from OpenAlex

In July 2003, the European Parliament voted on amendments to the European Union’s (EU) system of regulation for agricultural biotechnology, most notably the rules for mandatory labeling of food products that contain traces of genetically modified (GM) ingredients. The expectation is that approval of these changes in EU regulations will result in the moratorium on approval of new GM crops, formalized by the Council of the European Union in 1999, being lifted. Despite the approval of these amendments, in August, the US, along with Canada and Argentina, requested the formation of a WTO dispute panel to make a ruling on the EU’s failure to approve marketing of a number of GM crops.This paper addresses the issue of whether there is any legitimacy in the EU’s precautionary approach to biotechnology regulation, or whether their regulatory approach is trade distorting, and, hence, likely to be found in violation of WTO agreements. First, the background to the debate in the EU and US over biotechnology is reviewed, paying particular attention to recent public discussion in the UK where the government has undertaken an extensive public consultation process over regulation of GM crops. Second, the EU’s approach to biotechnology regulation is outlined and compared to that in the US, and the analytical foundations of the precautionary principle are reviewed. Third, how GM regulations fit into the rules of the WTO is outlined, along with a discussion of the nature of the US’s WTO filing.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.730
Threshold uncertainty score0.525

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.005
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.025
GPT teacher head0.241
Teacher spread0.215 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations24
Published2004
Admission routes1
Has abstractyes

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