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Record W2510121190 · doi:10.18546/ijdegl.03.2.05

Global Citizenship Education in Post-Secondary Institutions – Theories, Practices, Policies

2010· article· en· W2510121190 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

VenueInternational Journal of Development Education and Global Learning · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsCitizenshipPolitical scienceCitizenship educationPublic administrationSociologyPedagogyEconomic systemPolitical economyEconomicsLawPolitics

Abstract

fetched live from OpenAlex

Over the last five years there have been a plethora of books, articles and policy papers addressing 'internationalisation' and 'global citizenship' within higher education.Most of these have come from a standpoint that is how best can universities respond to the challenges of globalisation, be more international in outlook and equip its graduates to have the skills to live and work anywhere around the world.Some such as Stearns (2009) have consciously looked at how universities and colleges, in this case in the USA, can change their focus and curriculum content.Maringe and Foskett (2010) address questions of marketisation, international student mobility and international collaboration from a range of institutions and countries.Trahar (2011) addresses the need to incorporate cross-cultural capability within learning and teaching.Unterhalter and Carpentier (2010) relates the debates about the future of higher education and wider questions such as the knowledge economy and increased global inequality.Shultz, Abdi and Richardson in their edited volume take a different standpoint, drawing on critical pedagogy, post-colonial analysis and hermeneutic interpretation.The twenty chapters in the volume come mainly from authors linked to their University of Alberta, Canada, but also include chapters from academics from elsewhere in Canada, Finland, Brazil and Ghana.The volume is based on papers first presented a conference in 2008.The University of Alberta is recognised as one of the leading universities in the world that is addressing global citizenship within higher education.Global Citizenship is also recognised within the mission statement of the University and it has run an International Education Week for over 25 years.

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)0.001
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.574
Threshold uncertainty score0.989

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.020
GPT teacher head0.393
Teacher spread0.373 · 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