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Record W7123802008 · doi:10.22004/ag.econ.387600

EL CORREDOR INTEROCEÁNICO DEL TREN DEL ISTMO DE TEHUANTEPEC, REALIDADES Y POTENCIALIDADES PARA SU ENTRADA PLENA A LA CADENA GLOBAL DE SUMINISTROS

2025· article· es· W7123802008 on OpenAlexaboutno aff
Rafael Ávila, Blanca Patricia Peña, Juan Leonardo Rocha, Sheila Mayela Ávila, Anselmo González

Bibliographic record

VenueRedalyc (Universidad Autónoma del Estado de México) · 2025
Typearticle
Languagees
FieldEconomics, Econometrics and Finance
TopicEconomic Zones and Regional Development
Canadian institutionsnot available
Fundersnot available
KeywordsTourismPort (circuit theory)PopulationLeverage (statistics)HydroelectricitySupply chainInvestment (military)Foreign direct investment

Abstract

fetched live from OpenAlex

The Isthmus of Tehuantepec Interoceanic Corridor (CIIT) project is a project conceived in economic and social justice terms to leverage not only nearshoring but also reshoring. It is a current project that seeks to connect trade from Asia (South Korea, China, Japan, Singapore) with the west and east coasts of the United States of America and Canada. The creation of 10 industrial parks, investment to revive freight and passenger trains, and the rehabilitation and creation of at least two ports in Veracruz and another two in Oaxaca will undoubtedly trigger development in this region of Mexico. This region has the potential to create sources of wind and hydroelectric energy, and to boost tourism and the manufacturing industry again, as well as warehousing services for transnational corporations that require supply links other than the Panama Canal. Given this perspective, this research aims to evaluate infrastructure, maritime-land connectivity, and rainfall conditions as elements of regional development, consolidating the strengthening of the global supply chain and combining efforts to attract foreign direct investment (FDI) to southern Mexico, which will translate into permanent employment for the local and floating population within the radius of the communication route known as the "Corredor Industrial del Istmo de Tehuantepec".On March 28, 2025, 600 cars from the Korean company Hyundai arrived to be transported through the trans-isthmian route system from the Port of Salina Cruz to Coatzacoalcos, Veracruz, to later be transferred to the East Coast of the United States of America, a case that had not happened in 100 years for Mexico.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.500
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.018
GPT teacher head0.243
Teacher spread0.225 · 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 teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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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