Contextes de formation des nouvelles directions d’école au Canada
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
Compte tenu de leur rôle crucial que jouent les directions dans la gestion d’une école, il s’avère essentiel de porter une attention aux contextes de formation pour développer les compétences des nouvelles directions d’école. Le but de notre étude est d’identifier les contextes de formation (formel, non formel ou informel) qui ont aidé et peuvent aider ces dernières dans le développement de leurs compétences. Une recherche qualitative a été menée auprès de 101 acteurs francophones de l’éducation des 10 provinces canadiennes. Pour la majorité des participants de presque toutes les provinces, les contextes formel et informel ont aidé les nouvelles directions à développer leurs compétences, alors que le contexte non formel constitue celui pouvant le mieux soutenir les nouvelles directions à développer leurs compétences.
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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.014 | 0.003 |
| Scholarly communication | 0.001 | 0.004 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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