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Record W7060853922

Pacific Alliance, CPTPP and USMCA investment chapters: Substantive convergence, procedural divergence

2021· article· en· W7060853922 on OpenAlexaboutno aff

Bibliographic record

VenueRevistas PUCP (Pontificia Universidad Católica del Perú) · 2021
Typearticle
Languageen
FieldEngineering
TopicSuperconducting Materials and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsNucleofectionTSG101Articular cartilage damageGestational periodHyporeflexiaDiafiltration
DOInot available

Abstract

fetched live from OpenAlex

This article compares the investment chapters of the Additional Protocol to the Framework Agreement of the Pacific Alliance (PA-AP), the Comprehensive and Progressive Agreement for Trans-Pacific Partnership (CPTPP) and the United States-Mexico-Canada Agreement (USMCA). Our objective is to determine their degree of normative convergence. We conclude that these investment chapters include very similar substantive rules and principles on international investments in terms of definitions, the rules’ scope of application, treatment standards (national treatment and most favored nation treatment), absolute standards (international minimum standard of treatment, fair and equitable treatment, and full protection and security), investment protection rules (direct and indirect expropriation, compensation, and transfers), and performance requirements. We also conclude that these investment chapters differ, in some respects very strongly, regarding investor-State dispute settlement (ISDS). First, TPP and USMCA rules are often similar and frequently diverge from PA-AP rules. Second, party coverage and protection coverage diverge strongly between the USMCA vis-a-vis the PA-AP and CPTPP. Thus, as a consequence of substantive convergence and strong procedural divergence, we argue that complainants will most likely choose the forum between the PA-AP, CPTPP and USMCA according to procedural reasons.

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)0.017
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: Other · Consensus signal: Other
Teacher disagreement score0.032
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.045
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.003
Science and technology studies0.0040.005
Scholarly communication0.0100.005
Open science0.0020.006
Research integrity0.0040.008
Insufficient payload (model declined to judge)0.0080.001

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 head0.015
GPT teacher head0.217
Teacher spread0.201 · 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
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
Published2021
Admission routes1
Has abstractyes

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