“Their Greek goes to waste”: Understanding Greek heritage language teachers’ language ideologies and instructional practices
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
Framed within critical poststructuralist sociolinguistics, this narrative study sheds light on the language ideologies and practices of eight Greek heritage language (HL) teachers in Greek schools in Montreal and Toronto. Examining the teachers’ ideologies and practices is important, as they can either engage or alienate HL learners. Engaging HL learners is significant, because for many of them the Greek school is their only opportunity to use the language. Language portraits, written tasks, and semi-structured interviews were used to collect data, which were then analyzed narratively and thematically. The findings suggest that the teachers’ attitudes towards students and practices are largely shaped by their monolingual ideologies. The need for targeted teacher training is highlighted, to ensure that HL teachers are equipped to accommodate all their students’ needs.
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 | 0.001 |
| 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 | 0.000 |
| 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