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Record W7049203421

NAFTA: Will it ever have an EU profile? Jean Monnet/Robert Schuman Paper Series Vol. 7 No. 3 April 2007

2007· other· en· W7049203421 on OpenAlexaboutno aff

Bibliographic record

VenueArchive of European Integration (AEI) (University of Pittsburgh) · 2007
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsProsperityGeneral partnershipRegionalism (politics)Argument (complex analysis)Regional integrationPoliticsPublic opinionPublic policyRegional policy
DOInot available

Abstract

fetched live from OpenAlex

[Introduction]. Based on the experiences of regionalization and integration processes, this paper identifies the main transformations North America has undergone as a result of the implementation of NAFTA. The main argument is that the operation of NAFTA has set in motion a process of regionalization in North America and gradually an increasing number of policies encompass a regional dimension. In such process, the pivotal actor is the United States, while Canada and Mexico are reactive partners who seek to defend their domestic interests as well as accommodate themselves in the regional dynamic led by the United States. The emerging regionalism in North America reflects that NAFTA has accomplished some of its goals. Nonetheless, there is an ongoing discussion with regard to the expanded agenda of the region and several proposals have been brought to the academic and political debate. In this regard, five main sections are considered to asses the regionalization of North America. The first introduces some analytical elements about the regionalization in North America; the second shows perceptions of public opinion with regard to the regional agenda; the third refers to the effects of NAFTA, while the fourth evaluates the Security and Prosperity Partnership (SSP) Summits. The fifth presents the case of alternative models for the future of NAFTA.

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)0.001
metaresearch head score (Gemma)0.002
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.046
Threshold uncertainty score0.154

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0050.003
Open science0.0010.001
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0460.009

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 head0.009
GPT teacher head0.218
Teacher spread0.209 · 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

Citations0
Published2007
Admission routes1
Has abstractyes

Explore more

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