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Record W7002439334

The new rules on digital trade in Latin America: regional trade agreements

2021· other· en· W7002439334 on OpenAlexaboutno aff

Bibliographic record

VenueUniversidad de Chile · 2021
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsRegional tradeLatin AmericansFree tradeTrade barrierInternational free trade agreementEconomic integrationCommercial policy
DOInot available

Abstract

fetched live from OpenAlex

While recent technological advances
\nhave supported an increase in digital
\ntrade, this growth has occurred with a
\nlack of clear and defined rules. This
\ndeficiency has become an issue for
\nLatin American countries. With the
\nmultilateral trade regime impasse, more
\ncomplex regional and bilateral
\nagreements have emerged. The
\nformulation of digital trade regulation
\nraises many questions. In this chapter
\nwe deal with the new rules on digital
\ntrade in regional trade agreements
\n(RTAs) recently negotiated by Latin
\nAmerican economies. In this work,
\nspecial emphasis is given to comparing
\nthe Comprehensive and Progressive
\nAgreement for Trans-Pacific
\nPartnership (CPTPP) and the United
\nStates-Mexico-Canada Agreement
\n(USMCA), the most advanced RTAs
\nregarding these issues.

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), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.007
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
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.016
GPT teacher head0.236
Teacher spread0.220 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2021
Admission routes1
Has abstractyes

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