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Record W2097738964 · doi:10.1080/07036330902782261

The GMO Panel: Applications of WTO Law to Trade in Agricultural Biotech Products

2009· article· en· W2097738964 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of European Integration · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsDalhousie University
FundersEuropean Food Safety Authority
KeywordsInternational tradePoliticsPrecautionary principleWorld tradeAgricultural biotechnologyAgriculturePanel dataBiotechnologyBusinessLawEconomicsInternational economicsPolitical scienceBiology

Abstract

fetched live from OpenAlex

Abstract One of the most important, and certainly the hardest fought, of World Trade Organization (WTO) dispute settlement cases was ‘EC‐measures affecting the approval and marketing of biotech products’. Released in September 2006 World Trade Organization. 2006. “European Communities — measures affecting the approval and marketing of biotech products: Reports of the panel”. WT/DS291/R, 292/R, 293/R, 29 September [Google Scholar] after a legal process of more than three years, the ‘GMO Panel’ arguably found against aspects of the EC’s legal regime for trading and marketing of genetically modified organisms (GMO) products. This paper examines the implications of three legal questions that flow from the GMO case, and concludes by looking at the political situation the case presents for the EC and the complainants, namely, Argentina, Canada and the USA. First, the paper explains why the Panel relied on the Sanitary and Phytosanitary (SPS) Agreement as opposed to other WTO agreements that might have been more favourable to the EC. Secondly, the limited role of the Precautionary Principle in the Panel’s analysis is examined. Thirdly, the paper explores the Panel’s view of the meaning and importance of scientific risk assessment in trade policy actions on GMOs. Finally, the paper reviews the political alternatives that face the EC, the complainants and the WTO if compliance with the Panel’s recommendation is not achieved.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.883
Threshold uncertainty score0.153

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.020
GPT teacher head0.271
Teacher spread0.252 · 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