Les contradictions fondamentales de l’école minoritaire
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
Dans des conditions sociales et démographiques très défavorables, nous demandons à l'école minoritaire de réussir là où la famille et la communauté éprouvent d'énormes difficultés. L'analyse reprend l'argumentation qui conduit à faire de l'école un agent de vitalité ethnolinguistique, examine l'environnement social qui délimite les véritables pouvoirs de l'école, et fait ressortir les contradictions fondamentales qui guettent l'école qui se donne comme mission le changement social. Devant l'ampleur de l'assimilation linguistique, la profondeur de l'acculturation et l'étendue de l'effritement des communautés canadiennes-françaises minoritaires, les défis de culturation et de communalisation de l'école sont démesurés par rapport aux moyens habituellement mis à sa disposition pour les relever.
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 | 0.007 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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