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Record W7048945140

Megaregulation Contested : Global Economic Ordering After TPP

2019· other· en· W7048945140 on OpenAlexaboutno aff

Bibliographic record

VenueUNU Collections (United Nations University) · 2019
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsScrutinyPoliticsGeneral partnershipCommodityCorporate governanceTreatyNegotiationGovernment (linguistics)Intellectual property
DOInot available

Abstract

fetched live from OpenAlex

The Japan-led Trans-Pacific Partnership (CPTPPA) of 2018 is the most far-reaching 'megaregional' economic agreement in force, with several major countries beyond its eleven negotiating countries also interested. Still bearing the stamp of the original US involvement before the Trump-era reversal, TPP is the first instance of 'megaregulation': a demanding combination of inter-state economic ordering and national regulatory governance on a highly ambitious substantive and trans-regional scale. Its text and ambition have influenced other negotiations ranging from the Japan-EU Agreement (JEEPA) and the US-Mexico-Canada Agreement (USMCA) to the projected Pan-Asian Regional Comprehensive Economic Partnership (RCEP). This book provides an extensive analysis of TPP as a megaregulatory project for channelling and managing new pressures of globalization, and of core critical arguments made against economic megaregulation from standpoints of development, inequality, labour rights, environmental interests, corporate capture, and elite governance. Specialized chapters cover supply chains, digital economy, trade facilitation, intellectual property, currency levels, competition and state-owned enterprises, government procurement, investment, prescriptions for national regulation, and the TPP institutions. Country studies include detailed analyses of TPP-related politics and approaches in Japan, Mexico, Brazil, China, India, Indonesia, and Thailand. Contributors include leading practitioners and scholars in law, economics, and political science. At a time when the WTO and other global-scale institutions are struggling with economic nationalism and geopolitics, and bilateral and regional agreements are pressed by public disagreement and incompatibility with digital and capital and value chain flows, the megaregional ambition of TPP is increasingly important as a precedent requiring the close scrutiny this book presents.

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)0.003
metaresearch head score (Gemma)0.004
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: Other · Consensus signal: Other
Teacher disagreement score0.014
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0040.014
Scholarly communication0.0140.011
Open science0.0010.006
Research integrity0.0030.008
Insufficient payload (model declined to judge)0.0070.001

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 head0.006
GPT teacher head0.205
Teacher spread0.198 · 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
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

Citations0
Published2019
Admission routes1
Has abstractyes

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