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Record W4245510890 · doi:10.1007/978-94-6091-906-0

Critical Perspectives on International Education

2013· book· en· W4245510890 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.

fundA Canadian funder is recorded on the 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

VenueSensePublishers eBooks · 2013
Typebook
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
FundersUniversity of Alberta
KeywordsPolitical scienceSociologyEngineering ethicsEngineering

Abstract

fetched live from OpenAlex

In rapidly globalizing spaces of life, any research project on international education would necessarily have multi-directional emphases, with the quality of observations and analyses reflecting the expanding political, economic and cultural intersections which characterize this potentially promising century. To respond to these emerging learning and living contexts of our world, this book brings together some of the most active and established scholars in the field. As such, the book represents important epistemic interventions that analyze and critique the institutional, socio-economic, linguistic and pedagogical platforms of international education. As the locus of international education cannot be detached from the pragmatics of social development, the specific recommendations embedded in this book expand the debates and broaden the boundaries of learning projects that should enhance the lives of people, especially those who are continually marginalized by the regimes of globalization. Thus, the book actively advocates for possibilities of human well-beings via different formats of education in diverse locations of life. “Critical Perspectives on International Education offers a historically comprehensive, intellectually honest, and perspective-rich scholarly exploration of a new education-globalization dynamic. This book courageously offers up diverse voices, gathered into a robust and useful conversation regarding global education. This book adds greatly to understanding why educational marketplaces must be driven by principles and practices that empower diverse peoples, to secure sustainable knowledge benefits that contribute to personal, local, national and international well-being. This critical perspective reader will engage scholars, researchers and citizens.” Jim Paul, University of Calgary “In the current intensifications of globalization and its resulting inequalities, it is crucial to better understand the role of knowledge creation and knowledge dissemination. Should knowledge be only a commodity to be sold in the market and a tool to increase economic capital, or should it be a shared sociocultural capital aimed at improving democracy and the common good? In Critical Perspectives on International Education, Yvonne Hébert and Ali A. Abdi assemble an impressive array of contributions from all over the world that address this question from a variety of critical perspectives and case studies. I recommend this book to everyone interested in the connections between education, citizenship development and human well-being.” Daniel Schugurensky, Arizona State University

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.356
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.027
GPT teacher head0.353
Teacher spread0.326 · 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