Les bibliothèques scolaires québécoises : une évolution en dents de scie
Bibliographic record
Abstract
L’histoire des bibliothèques scolaires au Québec est jalonnée de soubresauts, de prises de conscience, suivies d’actions ponctuelles, jusqu’ici mises au rancart, à cause d’une absence de vision quant à leur valeur pédagogique et à leur influence sur la réussite éducative des jeunes. La réforme actuelle du système d’éducation a engendré plusieurs actions et certaines d’entre elles ont entraîné la mise en place de mesures qui présagent d’une meilleure reconnaissance de son rôle dans la formation de l’élève. Cependant, il reste encore plusieurs défis à relever pour espérer atteindre cet objectif : son intégration pédagogique ne pourra réellement se réaliser que si on en renouvelle la vision et qu’on accepte d’investir dans les ressources humaines, essentielles pour en assurer leur vitalité.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.010 | 0.016 |
| Science and technology studies | 0.023 | 0.015 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.018 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".