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Record W4407631642 · doi:10.31391/vjzfey74

The Broken North American Consensus. Mexico–US–Canada Relations in the Trump Era

2025· article· es· W4407631642 on OpenAlexaboutno aff
Miguel Sigala

Bibliographic record

VenueAnálisis Plural · 2025
Typearticle
Languagees
FieldSocial Sciences
TopicInternational Relations in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceWashington ConsensusEconomic historyHistoryLawPolitics

Abstract

fetched live from OpenAlex

La idea de América del Norte, aunque imperfecta y frágil, también se ha fundamentado en un consenso que ha facilitado las interacciones, particularmente en el ámbito comercial, entre Canadá, México y Estados Unidos. Este ensayo analiza cómo Estados Unidos, Canadá y México han construido un sentido compartido de destino, intereses y valores a través del entendimiento mutuo, creando así el Tratado de Libre Comercio de América del Norte (TLCAN). El trabajo se divide en tres secciones: la primera explora brevemente cómo los esfuerzos de cooperación durante la Segunda Guerra Mundial fomentaron lazos más estrechos entre Estados Unidos y sus vecinos, sentando las bases de un incipiente sentido de América del Norte como región; la segunda revisa las ideas fundamentales que dieron forma al consenso norteamericano durante la era del TLCAN, y la sección final destaca los momentos en los que este consenso se ha roto y se encuentra en proceso de redefinición.

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)0.005
metaresearch head score (Gemma)0.009
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 score0.238
Threshold uncertainty score0.478

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.005
Science and technology studies0.0180.019
Scholarly communication0.0110.005
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0080.000

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 head0.293
Teacher spread0.287 · 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
Published2025
Admission routes1
Has abstractyes

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