‘She Really Only Speaks English’: Positioning, Language Ideology, and Heritage Language Learners
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 draws on data from an ethnographic multiple-case study on the identity, positioning, and interactions of Spanish as a heritage language (SHL) students in regular Canadian high school Spanish classes. Interview and classroom observational data are discursively analyzed to reveal the presence of a form of language ideology that equates displayed Spanish speaking ability with language proficiency and heritage. This type of language ideology particularly impacted how one SHL student, who was reluctant to speak Spanish, was positioned and treated in class in ways that not only did not acknowledge her Hispanic heritage or encourage the development of her oral skills, but also did not recognize the usefulness of her literacy skills. This article problematizes the assumptions that HL students are typically able (and willing) to speak their HL and that this ability is viewed as their most important asset in class. The article concludes with pedagogical implications and directions for future research.
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 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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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