MétaCan
Menu
Back to cohort
Record W7020514827

Liberating language, teaching peace: Freirean foreign language pedagogy and localized peacebuilding in Cyprus

2024· dissertation· en· W7020514827 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueeScholarship@McGill (McGill) · 2024
Typedissertation
Languageen
FieldSocial Sciences
TopicCyprus History, Politics, Society
Canadian institutionsMcGill University
Fundersnot available
KeywordsPeacebuildingForeign languageForeign policyTeaching methodWork (physics)
DOInot available

Abstract

fetched live from OpenAlex

Intractable conflicts, often characterized by a profound depth of social divisions, resist traditional methods of peacebuilding.Resolution to such conflicts is often sought through alternative diplomacy and social intervention; education is a crucial aspect.Peace education seeks to promote reconciliation by encouraging learners' development of 'peace values' such as respect, empathy, and tolerance.In contexts of ethno-nationalist conflict, within which a linguistic difference separates disputant communities, a common foreign language is often necessary in both formal and informal intercommunal communication.As this research argues, liberatory approaches to pedagogy in foreign language education may support localized peacebuilding goals; Freirean pedagogy, with its emphasis on critical dialogue, localization, and humanization, has particular promise.Peace education initiatives are not unchallenged, however, and are often constrained or otherwise dependent on the broader political dynamics surrounding reconciliation in conflict-affected societies.For this reason, attention to the 'conditions of possibility' for implementing a peace pedagogy is crucial.This research seeks to illuminate these conditions through a heuristic description of peace-and foreign language education in Cyprus, and the place of English amid intercommunal interactions between Greek-and Turkish Cypriots.Qualitative data collected through document analysis and semi-structured interviews with scholars and practitioners in these educational environments are used to illustrate the relationship between foreign language pedagogy and peacebuilding.Findings show that EFL classrooms represent a uniquely promising curricular space in which peace pedagogy can be introduced, and that significant transformative potential exists in Freirean approaches to EFL education.These findings illustrate the obstacles and opportunities for integrating peace pedagogy in a foreign language classroom, providing insight into the nuance of "neutral" language use in peacebuilding.This thesis would not have been possible without the assistance I received from mentors, colleagues, friends, and family.Sincerest thanks to my faculty supervisors Dr. Jennifer Welsh and Dr. Rex Brynen for their invaluable advice during the research process, and to Dr. Megan Bradley for her exceptionally thoughtful evaluation

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)0.004
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
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 score0.730
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.004
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 head0.017
GPT teacher head0.329
Teacher spread0.312 · 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