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Record W4406324550 · doi:10.9771/ccrh.v37i0.59712

LA MEGARREGIÓN TEXAS-NORESTE DE MÉXICO, EL EJE WINNIPEG-MEGARREGIÓN DE LOS GRANDES LAGOS Y EL CORREDOR T-MEC

2024· article· es· W4406324550 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

VenueCaderno CRH · 2024
Typearticle
Languagees
FieldEnvironmental Science
TopicMexican Socioeconomic and Environmental Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

Nos interesa mostrar cómo se están configurando las Zonas Específicas de Intensa Acumulación (ZEIAs) de la Megarregión Binacional Texas-Noreste de México y el eje Winnipeg-Megarregión de Los Grandes Lagos, considerando la ciudad de Chicago como punto neurálgico de dicho eje. Ambas ZEIAs serán articuladas por medio del Corredor T-MEC. A nivel teórico, nos cobijamos en la perspectiva teórica del capitalismo global elaborada por William I. Robinson y en los avances conceptuales que los autores han desarrollado en el Grupo de Trabajo Fronteras, Regionalización y Globalización de CLACSO para explicar la conformación de ZEIAs y espacios globales para la expansión del capital transnacional en el continente americano. Consideramos que la formación de megarregiones y el reciente fortalecimiento de la infraestructura física en los países de América del Norte que las articula, son resultado de un proceso histórico que inició con la reestructuración del sistema capitalista en la década de 1970.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.285
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.005

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 head0.008
GPT teacher head0.257
Teacher spread0.249 · 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