Pedagogical translanguaging: Examining the credibility of unitary versus crosslinguistic translanguaging theory
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.
Bibliographic record
Abstract
This article analyzes the credibility of two conceptions of pedagogical translanguaging theory, namely, unitary translanguaging theory (UTT) and crosslinguistic translanguaging theory (CTT). I argue that there is no difference in pedagogical implications between UTT and CTT, but there are significant differences in the way UTT and CTT pedagogies are framed theoretically. UTT claims that the bilingual’s linguistic system is unitary and undifferentiated and that languages have no cognitive or linguistic reality. Based on this claim, UTT rejects several theoretical concepts including the notion of academic language, additive (approaches to) bilingualism, the common underlying proficiency (CUP) and the pedagogical importance of teaching for transfer across languages. CTT, by contrast, affirms the legitimacy of these theoretical concepts, which are fully consistent with dynamic or heteroglossic orientations to bilingual cognitive processing. Within CTT, bilinguals actually do speak languages, involving multiple registers and fluid boundaries, and teaching for transfer across these boundaries is a prime function of pedagogical translanguaging.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it