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Record W4409282029 · doi:10.18192/olbij.v14i1.7041

Critical Framing of Transversal Competences: Promoting Intercultural Responsibility through Cross-language and Cross-curricular Teacher Collaborations

2025· article· en· W4409282029 on OpenAlex
Sunny Man Chu Lau

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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueOLBI Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsBishop's University
Fundersnot available
KeywordsFraming (construction)PedagogyCross-culturalCommunicative competencePolitical scienceIntercultural competenceSociologyPsychologyEngineering

Abstract

fetched live from OpenAlex

Transversal competences have gained importance in educational programs, particularly with the emphasis on plurilingual approaches in the Common European Framework of Reference. These competences include global citizenship, intercultural communication, and critical thinking. However, many educational statements define these competences narrowly, often reflecting a neoliberal agenda focused on market-oriented education. This paper repositions transversal competences within critical pedagogy and decolonial perspectives, centering language education on students’ critical global perspectives and intercultural reflexivity for civic engagement. Drawing on Guilherme’s concept of intercultural responsibility, I discuss a collaborative action research study with two Quebec elementary teachers (English and French) to show how their cross-language efforts promoted students’ transferable language skills, enhanced students’ cultural awareness, and fostered a reflexive disposition to work across differences and embrace collective responsibility in an increasingly interconnected world.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.107
Threshold uncertainty score0.772

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 studies0.0010.001
Scholarly communication0.0010.001
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 head0.025
GPT teacher head0.426
Teacher spread0.401 · 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