The Common European Framework of Reference (CEFR) in French immersion teacher education
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
Abstract Over 11% of Canadian students are currently enrolled in French immersion (FI) – a program where French is a subject of study and is the language of instruction in at least two content areas. Research shows that stakeholders in FI initial teacher education (ITE) programs identify French language proficiency development as an area of high priority; however, Canadian ITE programs do not typically provide linguistic support. This article reports on an adaptation and implementation of the Common European Framework of Reference (CEFR) (specifically, the European Language Portfolio [ELP]) as part of a remedial 24-week French writing course in an FSL ITE program focused on developing French proficiency. Student-teachers ( n = 25) and the course instructor identified strengths and challenges associated with this initiative via surveys and interviews. Findings show participant convergence and divergence on the portfolio experience, raising implications for decision-making related to its use in ITE programs targeting FI teachers.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.000 | 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