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Record W3206022538

Ha impactado el TLCAN los recursos de agua y uso del suelo en la frontera de México y EE.UU.

2018· article· es· W3206022538 on OpenAlexaboutno aff
Enrique R. Vivoni, T. J. Bohn

Bibliographic record

Venuenot available
Typearticle
Languagees
FieldEnvironmental Science
TopicMexican Socioeconomic and Environmental Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyHumanitiesPolitical sciencePhilosophy
DOInot available

Abstract

fetched live from OpenAlex

Las recientes negociaciones del Tratado de Libre Comercio de America del Norte (TLCAN) entre Estados Unidos (EE.UU.), Mexico y Canada han hecho visible la relacion estrecha que existe entre la manufactura automotriz y el comercio de los productos agricolas. Desde su inicio, en 1994, el TLCAN ha transformado las condiciones socioeconomicas a lo largo de los 3,000 km de la frontera entre Mexico y EE.UU., en parte, por las inversiones grandes relacionadas con la infraestructura agricola y manufacturera. Si bien el TLCAN incluye disposiciones para la proteccion del medio ambiente en ciertos sectores, se ha prestado poca atencion al uso de los recursos naturales que han sido requeridos para la expansion economica. ?Que consecuencias ha tenido el TLCAN en los recursos de agua y uso del suelo en la frontera de EE.UU.-Mexico? Esta pregunta es de importancia vital para la region debido a su clima arido y al hecho de que la disponibilidad de agua esta en el centro de las actividades economicas.

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 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 score0.102
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0210.006

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 head0.005
GPT teacher head0.245
Teacher spread0.240 · 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; both teacher heads agree on what is shown here.

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
Published2018
Admission routes1
Has abstractyes

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Same topicMexican Socioeconomic and Environmental DynamicsFrench-language works237,207