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Record W2016635848 · doi:10.1215/01903659-1730617

Transnationalization and the University: The Perspective of Global Modernity

2012· article· en· W2016635848 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

Venueboundary 2 · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsEliteGlobalizationHigher educationContext (archaeology)ChinaPolitical scienceModernityCitizenshipPower (physics)SociologyGeographyPoliticsLaw

Abstract

fetched live from OpenAlex

This article discusses the impact of transnationalization on higher education, drawing primarily on material related to US universities. Transnationalization refers here both to the effort of universities to branch out globally, following corporate models, and to their search at home for foreign undergraduate student “consumers.” The two processes are transforming the university, with pressures to shift the context of higher education from the national to the global that have important institutional and educational consequences. Cultural globalization and the emergence of a “transnational capitalist class” offer new opportunities in the search for “paying” customers. Financial pressures at home make transnationalization almost irresistibly attractive. These forces have triggered the global expansion of elite universities and the rush of public institutions, in particular, to make themselves attractive to foreign students, hailing mostly from the wealthier classes of East and South Asia. The People’s Republic of China holds a particular fascination as a source of students, who also bring with them the promise of commercial links. Notable among accommodations of the PRC is the compliance of US institutions with officially sponsored projections of “soft power” through the so-called Confucius Institutes. The financial gain from the “education industry” has become attractive to states such as the United States, the UK, Canada, et cetera, as well as to universities. On the other hand, transnationalization challenges the local responsibilities of universities as institutions of learning intimately connected with practices of citizenship. The curricular preference of foreign students for marketable subjects also intensifies pressures to reorient university education more closely to transnational corporate needs.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.881
Threshold uncertainty score0.377

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.013
GPT teacher head0.285
Teacher spread0.272 · 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