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Record W4413680887 · doi:10.1515/applirev-2025-0162

Manifestations of translanguaging and transknowledging in the assemblage of EAP writing

2025· article· en· W4413680887 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueApplied Linguistics Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsUniversity of OttawaConcordia University
Fundersnot available
KeywordsTranslanguagingLinguisticsAssemblage (archaeology)Applied linguisticsSociologyPsychologyHistoryPhilosophyArchaeology

Abstract

fetched live from OpenAlex

Abstract This paper examines how translanguaging and transknowledging manifest in the research-paper writing process of pre-university international students as English language learners in a Canadian EAP program. A wealth of research has documented the challenges these students face in learning the conventions of English academic writing. More recent research has explored the potential of translanguaging in writing pedagogy; however, we argue that current research has yet to fully enact the decolonizing agenda underlying translanguaging as a movement, that is, to dissolve monolingual ideologies and hegemonic structures and to allow for transknowledging that represents the diverse ways of knowing circulating within the EAP classroom. Drawing on the concept of assemblage, data from one student composing a source-based research paper is presented to highlight the presence of translanguaging and transknowledging in their work, as well as the threat of transgression that demarcates which languages and knowledge are permitted. We conclude with methodological and pedagogical recommendations to disrupt conventional logic in how translanguaging research and practice can serve to create more globally inclusive educational spaces.

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)0.001
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: none
Teacher disagreement score0.974
Threshold uncertainty score0.182

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.050
GPT teacher head0.484
Teacher spread0.434 · 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