« Une rencontre affective avec la lecture » : un modèle innovateur de l’enseignement de la lecture
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
1 et Gilbert 2 constatent que les enseignants en milieu minoritaire canadien-franais dplorent le manque de ressources pdagogiques adaptes leur contexte, une situation qui affecte ngativement le travail en salle de classe. Parvenue au mme constat, Grin-Lajoie 3 ajoute que les enseignants des coles de langue franaise en Ontario se voient forcs, cause de ce contexte minoritaire, jouer le rle d' agent de reproduction linguistique et culturelle . ce dfi s'ajoute celui de travailler dans un environnement social en constante mouvance puisque d'une part, l'Ontario compte plus de la moiti du million de francophones vivant l'extrieur du Qubec et que d'autre part, les lves de ces familles de langue franaise
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| 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