Enseigner en milieu minoritaire: histoires d'enseignantes oeuvrant dans les écoles fransaskoises
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
Cet article traite d'enseignantes qui oeuvrent dans les écoles fransaskoises et qui partagent avec nous certaines de leurs histoires d'enseignement. Il en ressort que ces enseignantes prennent à coeur la mission de l'école minoritaire, mais qu'elles semblent rencontrer des difficultés à vivre et à faire vivre à leurs élèves des histoires relatives aux aspects plus politiques de cette mission. En ce sens, il leur reste à pouvoir se raconter, à vivre et peut-être même à devoir inventer des histoires touchant à la conscientisation, la transformation et la libération de ces derniers du déterminisme socio-linguistique auquel plusieurs d'entre eux semblent astreints. Globalement, l'étude permet de mieux comprendre comment ces enseignantes vivent leur expérience de travail en milieu minoritaire.
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.003 | 0.008 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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