Critical Practice in Community-Based ESL Programs: A Canadian Perspective
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
In this article I examine a number of conceptual priorities for critical practice and their potential application in community-based English as a Second Language (ESL) programs. I begin by outlining a brief history and development of community language programming in Canada and Toronto. Based on these origins, I argue that community-based ESL pedagogies should be informed by educational discourses that are more socially and ideologically focused. I then discuss key concepts such as community and identity and their relevance to classroom concerns, after which I propose that community ESL be conceptualized as a form of critical practice, comprised of both a transformative and reflexive dimension. These 2 dimensions of critical practice are then explained and developed in respect to a lesson on the 1995 Quebec referendum on sovereignty and the related issue of how notions of citizenship are addressed in ESL. From this example of community-based ESL, I conclude with a few generalizations and suggestions for other language programs.
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 | 0.002 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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