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Record W1500145190 · doi:10.54648/leie2012006

Transparency Norms, the World Trade System and Free Trade Agreements: The Case of CETA

2012· article· en· W1500145190 on OpenAlexaffabout
Ljiljana Biuković

Bibliographic record

VenueLegal Issues of Economic Integration · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsTransparency (behavior)International tradeNegotiationBusinessInternational economicsEuropean unionTrade barrierPhytosanitary certificationFree tradeWorld tradeScope (computer science)Technical barriers to tradeEconomicsPolitical scienceEconomic growthLaw

Abstract

fetched live from OpenAlex

Canada and the European Union (EU) are negotiating an ambitious Comprehensive Economic and Trade Agreement (CETA). While the content of the agreement has not yet been officially disclosed by its negotiators, the general public and the business community are already concerned about the scope and effect of CETA on the two economies and their societies. This article deals with CETA's transparency provisions. It claims that, whereas CETA has not yet utilized external transparency to ensure support for the negotiations, it does have the potential for greater regulatory transparency in technical barriers to trade (TBT)- and sanitary and phytosanitary (SPS)-related matters than that found not only in the existing World Trade Organization (WTO) agreements but also in free trade agreements (FTAs) the two parties previously negotiated with third countries.

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)0.030
metaresearch head score (Gemma)0.045
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 score0.959
Threshold uncertainty score0.160

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0300.045
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0170.039
Scholarly communication0.0220.018
Open science0.0020.011
Research integrity0.0170.014
Insufficient payload (model declined to judge)0.0040.000

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 head0.019
GPT teacher head0.285
Teacher spread0.266 · 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
Published2012
Admission routes2
Has abstractyes

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