MétaCan
Menu
Back to cohort
Record W2114642168 · doi:10.3844/ajebasp.2009.206.212

Genetically Modified Organism Trade Route and Biosafety-Is It a Failing Synthesis?

2009· article· en· W2114642168 on OpenAlexaboutno aff
Dobe

Bibliographic record

VenueAmerican Journal of Economics and Business Administration · 2009
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicGenetically Modified Organisms Research
Canadian institutionsnot available
Fundersnot available
KeywordsInternational tradeDirectiveBiosafetyBusinessCommercializationAgriculturePrecautionary principleAgricultural biotechnologyChinaInternational economicsBiotechnologyEconomicsPolitical scienceLaw

Abstract

fetched live from OpenAlex

Problem statement: GM regulations have spawned international conflicting reactions especially between US and EU, with countries requiring food aid caught midway.This article covers the following issues: Whether biotechnology policies of other countries affect the developing countries' trade in agricultural crops?"Does unregulated GM expansion and contamination, render the system fallacious?Can there be synthesis between trade and environment?Approach: This article also explores "long term effects of trading substitute GM components.Extensive research has been followed to identify the key areas of international trade and environment pertaining to GMO's which require immediate international attention.Results: The biotech war emerged with the Cartagena Protocol which permits countries to ban unsafe GM products and requires labeling of shipments that threaten traditional crops or biodiversity.In response to stricter stand of EU banning most GMOs, the US initiated litigation before WTO which in a preliminary ruling declared EU restriction violative of trade rules.Fear of export losses discourages Asia to approve new GMOs.U N reports that, Asia's regulatory framework is flawed and large number of tests, required to approve GMO's safe release are not conducted causing "irreversible loss of genetic diversity".Governments address these concerns differentially.Countries like Canada, China, and US incorporated GMOs commercially.While EU and Japan wait for full environmental assessment, the EU has issued a Directive on release and commercialization of GM crops.The EU view sharply contrasts to the WTO's, whose contribution to sustainable development of the environment lies in trade opening in goods and innovations like GM crops.WTO does not accept the process of production as cause for trade restrictions, narrowly interpreting the exception to trade rules under Article XX.International regulations on GMOs, (considered similar to harmful agricultural crops) are undefined.Before NAFTA, corporations are challenging these as "barriers to trade" while Environmentalists are advocating the "precautionary principle".Conclusion/Recommendations: The current climate of controversy in such key aspects across the world complicates the possibility of synthesis of trade and bio safety of GM food.Furthermore, the concept of food aid ensures that GM trade remains prevalent and unchecked.Thus, the answer to the projected environmental damage through such passage and the co-existence of trade laws alongside bio-safety demands an alteration in national as well as WTO legislations.This article attempts to evaluate the possibilities of a legislative make-over and the nuances of environmental safeguards against the proposed problems.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.017
metaresearch head score (Gemma)0.035
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.035
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0030.015
Scholarly communication0.0130.031
Open science0.0030.006
Research integrity0.0090.014
Insufficient payload (model declined to judge)0.0170.004

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 head0.026
GPT teacher head0.238
Teacher spread0.212 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations3
Published2009
Admission routes1
Has abstractyes

Explore more

Same venueAmerican Journal of Economics and Business AdministrationSame topicGenetically Modified Organisms ResearchFrench-language works237,207