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Record W4387762206 · doi:10.1017/9781009308137.011

Conclusion

2023· book-chapter· en· W4387762206 on OpenAlexaboutno aff
Miriam Manchin, Laura Puccio, Aydin B. Yildirim

Bibliographic record

VenueCambridge University Press eBooks · 2023
Typebook-chapter
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsnot available
Fundersnot available
KeywordsInternational tradeTreatyCommercial policyEuropean unionTreaty of LisbonEconomic integrationEnforcementParliamentTrade barrierGeneral partnershipCustoms unionFree tradeInternational economicsTrade agreementTransatlantic Trade and Investment PartnershipInternational free trade agreementPolitical scienceEconomicsPoliticsEuropean Union lawLaw

Abstract

fetched live from OpenAlex

Even though there were linkages between European Union trade policy and “values” before 2009 (in particular with the institution of dialogues under the various association agreements concluded before 2009 or via the link between development policy and trade), linking non-trade policy objectives (NTPOs) and EU values to EU trade policy has become an increasingly prominent feature. The further politization of trade policy with greater power of the Parliament, which must give its consent to the conclusion of trade agreements since the Lisbon Treaty (Article 207 Treaty on the Functioning of the European Union, TFEU), and the rising citizen concerns on the impact of some trade agreements on NTPOs – as shown by the manifestations related to the Transatlantic Trade and Investment Partnership (TTIP) and EU–Canada Comprehensive Economic and Trade Agreement (CETA) – has created more political pressure to enhance these linkages. Finally, the realization that trade can be a useful tool for achieving NTPO objectives, for example in promoting policies in line with climate change objectives, has also called for the multiplication of these trade/NTPOs linkages in bilateral, regional and multilateral engagement with third countries (using soft power via dialogues and non-binding agreements) but also for the enhancement and proper enforcement of NTPO provisions in trade agreements (moving toward a stronger hard law approach in the future). The latter is notably the main objective of the most recent European Commission Communication published in June 2022 on the power of trade partnership as tools to foster green and just economic growth.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.910
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.031
GPT teacher head0.228
Teacher spread0.197 · 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.

Study designNot applicable
Domainnot available
GenreOther

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

Citations1
Published2023
Admission routes1
Has abstractyes

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Same venueCambridge University Press eBooksSame topicWorld Trade Organization LawFrench-language works237,207