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Record W4322208536 · doi:10.1080/09512748.2023.2181862

The UK’s new free trade agreements in the Asia-Pacific: how closely is it adopting US trade regulation?

2023· article· en· W4322208536 on OpenAlexaboutno aff
Christopher M. Dent

Bibliographic record

VenueThe Pacific Review · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicState Capitalism and Financial Governance
Canadian institutionsnot available
Fundersnot available
KeywordsInternational tradeBrexitAsia pacificNegotiationGeneral partnershipFree tradeBilateral tradeCommercial policyTrade barrierTrade agreementPolitical scienceInternational economicsBusinessEconomicsEuropean unionChinaLaw

Abstract

fetched live from OpenAlex

In a global economy and system increasingly defined by new developments and complexities in trade, whose rules and regulations govern that trade matter. The UK has embarked on a new post-Brexit trade policy, signing its first wholly new free trade agreements (FTAs) with Australia and New Zealand. It is also in negotiations to join the Comprehensive and Progressive Trans-Pacific Partnership (CPTPP) as part of the UK’s aspirations to become an integral part of the Asia-Pacific trading community. This study’s research and text analysis on the UK’s bilateral FTAs with Australia and New Zealand reveals high levels of similarity with two larger regional agreements heavily imprinted with US trade regulatory norms—this being the CPTPP itself and the United States–Mexico–Canada Agreement (USMCA). The UK’s revealed willingness to strongly align itself with US trade regulatory norms has important implications for the Asia-Pacific. It also raises some key issues on what kind of trade partner the region might expect a post-Brexit ‘Global Britain’ to become, and how the UK’s deeper planned engagement with the Asia-Pacific could affect its strategic dynamics. This could significantly depend on how closely the UK is pulled over time into the US’ trade regulatory orbit.

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)0.006
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.117
Threshold uncertainty score0.232

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.004
Scholarly communication0.0090.005
Open science0.0000.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.044
GPT teacher head0.255
Teacher spread0.211 · 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 designQualitative
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
Published2023
Admission routes1
Has abstractyes

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