MétaCan
Menu
Back to cohort
Record W2902290523 · doi:10.1111/lamp.12152

The Pacific in Chile’s Foreign Policy: A Tool to Reinforce Open Regionalism

2018· article· en· W2902290523 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueLatin American Policy · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsRegionalism (politics)International tradeAllianceProtectionismPolitical scienceSoft powerChinaMultilateralismFree tradeEconomyBusinessEconomicsPolitics

Abstract

fetched live from OpenAlex

The reconfiguration of power hierarchies has transformed the Pacific Rim, mainly China, into one of the most‐dynamic and fastest‐growing regions. In line and consistent with its international‐insertion strategy based on open regionalism, Chile has developed commercial links with Pacific countries, including the United States, China, Japan, South Korea, Australia, Canada, and Vietnam. It also participates fully in the Pacific Alliance—a regional cooperation mechanism that includes Colombia, Mexico, and Peru, and whose objective is to promote the development of its members while expanding and consolidating ties to the Pacific. In this article, I analyze the meaning of “The Pacific” from a historical perspective, and of the Pacific Alliance, focusing on Chile’s foreign policy. I argue that “The Pacific” is a strategic construct created to strengthen the opening, diversification, and economic liberalization of the country. In the commercial sphere, it becomes a soft‐balancing mechanism in response to protectionist ideas. In this argumentative line, and in the face of an uncertain commercial scenario, the Pacific Alliance is also a useful platform to defend the idea that free trade strengthens collective economic security.

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.

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)0.001
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.913
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.022
GPT teacher head0.384
Teacher spread0.362 · 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