Du Français Intensif à l’approche neurolinguistique : adaptations et défis en Chine
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
Parmi les premiers terrains expérimentaux à l’approche neurolinguistique en dehors du Canada, la Chine offrait de nouvelles possibilités à l’implantation de l’approche pour un public adulte universitaire. Malgré des contraintes institutionnelles fortes et une culture d’apprentissage différente, l’implantation et l’adaptation de l’ANL sont un succès puisqu’elle confère des habiletés à communiquer solides à l’oral comme à l’écrit et une forte confiance en soi. Cependant, les difficultés rencontrées ont concerné la préparation à l’examen national, le TFS4, et l’adaptation des unités canadiennes pour un public universitaire qui doit rapidement acquérir des compétences linguistiques et lexicales ainsi qu’une méthodologie d’apprentissage exigeante.
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 | 0.031 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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