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Record W1975386492 · doi:10.1080/1476772032000141799

From Córdoba to Washington: WTO/GATS and Latin American Education

2003· article· en· W1975386492 on OpenAlexaff
Daniel Schugurensky, Adam Davidson‐Harden

Bibliographic record

VenueGlobalisation Societies and Education · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsWestern UniversityUniversity of Toronto
Fundersnot available
KeywordsGeneral Agreement on Trade in ServicesLatin AmericansCompetition (biology)CommitContext (archaeology)CommoditySovereigntyInternational tradePolitical scienceFree tradePoliticsEconomicsLawMarket economy

Abstract

fetched live from OpenAlex

This article examines the educational dimension of the General Agreement on Trade in Services of the World Trade Organisation (WTO/GATS), with a special focus on its potential implications for the Latin American region. This ambitious strategy to transform education into a tradable commodity in a global economy cannot be isolated from other international treaties and from the neoliberal policies that have impacted Latin American societies for the last two decades. In this regard, we argue that the WTO/GATS educational agenda has the potential to further the project of privatisation to a higher level, opening the door for international competition. In a continental political economy characterised by large asymmetries in educational export markets and in interactive technologies, such competition will not take place on an even playing field, as the USA is better positioned than most countries in the region to take advantage of a ‘free educational market’. If the proposed WTO/GATS goes ahead in such a context, Latin American countries can be adversely affected in terms of their sovereignty on cultural policy, the quality and accessibility of their public education systems, the training of scientists and researchers oriented towards national development, and the contribution of their education systems to the common good and to the equalisation of opportunities in largely unequal societies. We recommend that Latin American governments do not commit themselves to the educational agenda of the WTO/GATS before holding a wide process of public participation, information and reflection in national parliaments and in civil society.

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)0.002
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: Empirical · Consensus signal: none
Teacher disagreement score0.183
Threshold uncertainty score0.363

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.003
Scholarly communication0.0050.002
Open science0.0000.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0180.001

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 head0.021
GPT teacher head0.335
Teacher spread0.314 · 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
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

Citations41
Published2003
Admission routes1
Has abstractyes

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