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Record W7132018814

Mexico-United States An Uncertain Future

2025· other· en· W7132018814 on OpenAlexaboutno aff

Bibliographic record

VenueMiCISAN · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsProtectionismHegemonyPopulismPoliticsExceptionalismContext (archaeology)AuthoritarianismIdeologyProsperity
DOInot available

Abstract

fetched live from OpenAlex

Our Voice / Martínez Salce, Graciela; MEXICO-UNITED STATES AN UNCERTAIN FUTURE; A Populist United States Trumpism and the New World Order / Márquez-Padilla, Paz Consuelo; The Return of Neo-Imperial Exceptionalism / Valdés-Ugalde, José Luis; Mexico-U.S. Relations during The Second Trump Administration Subnational and Sectoral Impacts / Zepeda, Roberto; Hyperpolitics and Donald Trump / Cruz Lera, Estefania; Mitigating the Cast Of Political Reality TV: The Importance of Institutions / Barrón Pastor, Juan Carlos; Neighbors and Parallel Mirrors / Curzio, Leonardo; Security, Drug Trafficking, and Migration Mexico in the Era of Trump 2.0 / Benítez Manaut, Raúl; Does Trump Really Have A Solid Strategy for Imposing Tariffs? Preconceptions vs. Scientific Foundations / Gutiérrez Romero, Elizabeth; The Future of the Energy Transition and Climate Change during Trump’s Second Term / Antal, Edit; Immigrants as Dangerous Enemies / Tigau, Camelia, Mosqueda, Alejandro; Precarious yet Essential: Farm Workers in the United States An Interview with Wendy Johansson / Cristina Hall, María; The Risks of Trump’s Second Term for the U.S. Native Population / Cordero Marines, Liliana; Trump 2.0’s Techno-fascism / Estévez, Ariadna; Bridge-building in Times of Uncertainty Outstanding Examples / Núñez García, Silvia; MAHA and “Eating Right”: From Wellness to the White House / Flores Jurado, Julieta; REVIEWS; Un cambio de época. América del Norte y la intervención rusa en Ucrania. Geopolítica y nuevas dinámicas de la globalización / Bugeda Bernal, Diego; ART AND CULTURE; A Budding Genre That is Starting to Rot: LGBTTTIQ+ Literature in the Trump Era / Miravete, Alejandro, Illustrations by Santiago Moyao; Cultural Agents and Transnational Networks in Mexico / Cruz Porchini, Dafne; For Good / Amero, Faride Illustrations by Armando Fonseca; Medical History / Plascencia Ñol, León Illustrations by Xanic Galván Nieto; Trumpism, the Erosion of Democracy, And the Latinx Vote Challenges For Mexican Cultural Diplomacy / Mercado-Celis, Alejandro, Palma, Esperanza; Politics and Capital Big Tech Oligarchs In Trump’s Return to Power / Muñoz Larroa, Argelia; Cultures in Resistance The 2025 Filuni’s Crosscutting Themes / de la Sierra, Carlos Antonio; IN MEMORIAM; Jeffrey G. Rietz / Tigau, Camelia, Hernández Jasso, Melissa

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)0.001
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 score0.033
Threshold uncertainty score0.065

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.002
Scholarly communication0.0050.004
Open science0.0000.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0100.001

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 head0.013
GPT teacher head0.285
Teacher spread0.272 · 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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