Bibliographic record
Abstract
Le magazine L’actualité publie depuis bientôt dix ans le classement des écoles secondaires du Québec. Des centaines de rencontres, à diverses occasions, ont confirmé la pertinence de publier, chaque année, un classement des écoles. Éthique, ce classement ? Oui. Sans l’ombre d’un doute. Il vise le bien. Mais comme un médecin qui, pour faire le bien – remettre une épaule en place, par exemple –, doit parfois faire un peu mal, le palmarès n’est pas sans douleur. Le tout est de savoir si le bien qui en découle est plus important que le mal causé. Nous pensons que oui. Ce palmarès porte en lui, croyons-nous, l’espoir que des gens, face aux faits, se mobiliseront pour faire en sorte que tous les enfants du Québec aient les meilleures chances possibles de réussir dans la vie. Cela demeure notre objectif.
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.
How this classification was reachedexpand
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 | 0.014 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.008 | 0.015 |
| Insufficient payload (model declined to judge) | 0.003 | 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; both teacher heads agree on what is shown here.
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".