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US–Mexico Border

2012· other· en· W4254325361 on OpenAlexaboutno aff
Heidy Sarabia

Bibliographic record

VenueThe Wiley-Blackwell Encyclopedia of Globalization · 2012
Typeother
Languageen
FieldSocial Sciences
TopicMigration, Health, Geopolitics, Historical Geography
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousGeographyTreatyMaritime boundaryImmigrationSovereigntyArchaeologyEthnologyPolitical scienceInternational lawLawHistoryPolitics

Abstract

fetched live from OpenAlex

The US–Mexico international border was officially established in 1848 with the Treaty of Guadalupe Hidalgo. It extends 1960 miles from the Pacific Ocean to the Gulf of Mexico, with four US states (California, Arizona, New Mexico and Texas) bordering six Mexican states (Baja California, Sonora, Chihuahua, Coahuila, Nuevo Leon, and Tamaulipas). There are 14 sister‐cities that are paired and interdependent on each side of the border, separated only by the international boundary – most famously, San Diego–Tijuana and El Paso–Ciudad Juarez. There are 42 official crossing points along the US–Mexico border. It is estimated that it is one of the most transited borders in the world, second only to the US–Canada border. Populations along the US–Mexico border also include many indigenous tribes who live on both sides of the border and are separated by the international boundary. There are 26 federally recognized indigenous tribes on the US side, and seven officially‐recognized indigenous tribes on the Mexican. Conflict over indigenous sovereignty and immigration law enforcement has emerged recently. Most notably, the Tohono O'odhma people, mostly settled in northern Sonora, Mexico, and in north to central Arizona, have complained that the US Border Patrol has detained and deported members of their nation traveling through their own traditional lands. With the Agreement on Cooperation for the Protection and Improvement of the Environment in the Border Area, signed in 1983 in La Paz, Baja California, Mexico, both the United States and Mexico designated the border region as 62.5 miles (100 kilometers) on each side of the international boundary. Today, 12 million people live in this border region , 90 percent of whom reside in the 14 sister‐cities . The population is expected to reach 19.4 million by 2020 (EPA 2009). One of the most important issues, that has actually brought about cooperation among both the United States and Mexico, has been the pollution along the border. Rapid population growth coupled with industrial development and waste has created environmentally unsound air and water quality for the population living in the 14 metropolitan areas along the US–Mexico border. Population growth, as well as migration, unemployment and underemployment, along the border has been closely linked to the emergence and expansion of the maquiladoras – outsourced assembly plants. In 1965, the Mexican government launched the Mexican Industrialization Program (BIP) to provide economic incentives for US and international companies to establish assembly plants in the border region. In 1994, the US–Mexico border was opened up further to trade and assembly plants with the implementation of the North American Free Trade Agreement (NAFTA).

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), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.122
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0090.001

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 head0.008
GPT teacher head0.286
Teacher spread0.278 · 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 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
Published2012
Admission routes1
Has abstractyes

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