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Record W4405914899 · doi:10.54648/trad2025005

From CPTPP to US–Taiwan Initiative on 21st-Century Trade: The Evolution of Good Regulatory Practices and Its Implications for Taiwan

2024· article· en· W4405914899 on OpenAlexaboutno aff
Han‐Wei Liu

Bibliographic record

VenueJournal of World Trade · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsnot available
Fundersnot available
KeywordsInternational tradeBusinessPolitical science

Abstract

fetched live from OpenAlex

This paper examines the evolution and implications of Good Regulatory Practices (GRP) – otherwise known as ‘regulatory coherence’ in international trade agreements, focusing on the US-Taiwan Initiative on twenty-first-Century Trade. By comparing GRP frameworks in the Comprehensive and Progressive Agreement for Trans-Pacific Partnership (CPTPP), the United States–Mexico–Canada Agreement (USMCA), and the US–Taiwan Initiative, the paper highlights the challenges of integrating GRP into Taiwan’s legal system. The analysis reveals significant disparities between GRP requirements and Taiwan’s existing Administrative Procedure Act (APA) in key areas such as public consultation, regulatory impact assessments (RIAs), and sunset review mechanisms. The paper also explores potential ramifications for Taiwan’s export control regime, particularly for dual-use technologies like semiconductors, revealing tensions between GRP’s transparency and public consultation demands and confidentiality needs. While GRP aims to enhance regulatory quality and facilitate trade, its implementation in Taiwan necessitates complex legislative adjustments. This paper provides a foundation for future research on aligning Taiwan’s legal framework with GRP principles, considering its unique blend of US and German legal influences. The findings have broader implications for understanding the complexities of implementing GRP across diverse legal and administrative systems globally.

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)0.018
metaresearch head score (Gemma)0.025
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.097

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.025
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.013
Scholarly communication0.0100.005
Open science0.0010.007
Research integrity0.0030.005
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 head0.036
GPT teacher head0.331
Teacher spread0.295 · 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 designTheoretical or conceptual
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

Citations1
Published2024
Admission routes1
Has abstractyes

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Same venueJournal of World TradeSame topicWorld Trade Organization LawFrench-language works237,207