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Record W2141559017 · doi:10.3167/aia.2010.170102

Student Mobility and Internationalisation: Rationales, Rhetoric and 'Institutional Isomorphism'

2010· article· en· W2141559017 on OpenAlex
Vered Amit

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

VenueAnthropology in Action · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsInternationalizationFraming (construction)EnthusiasmRhetoricSociologyHigher educationPublic relationsPolitical scienceIsomorphism (crystallography)BusinessLawPsychologySocial psychology

Abstract

fetched live from OpenAlex

Drawing on interviews with Canadian and Australian officials, this article examines the frame of student mobility within the broad discourse of internationalisation. Difficulties in definition and admitted shortfalls in achieving progress even on the more easily articulated benchmarks of student mobility, do not seem to staunch the enthusiasm of a variety of officials for the idea of internationalisation. This article will examine some of the contradictions framing these institutional discourses of internationalisation. These include the gaps between institutional claims and their substantiation, between lauding the internationalism inculcated by student mobility programmes and the more mixed motivations or engagements of student clients, and between claims for the entrepreneurial potential of internationalisation as against the uncertainty of its outcomes. I argue that a long-standing Western view of travel as a vehicle for self-cultivation and transformation combined with competitive efforts to keep up with perceived trends in the fields of post-secondary education are producing a momentum that is elusive even as it threatens to bulldoze its way across important institutional practices and procedures.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.859
Threshold uncertainty score0.985

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.043
GPT teacher head0.420
Teacher spread0.377 · 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