La formation d’une nouvelle génération d’enseignants du secondaire au Maroc
Bibliographic record
Abstract
La formation d'une nouvelle gnration d'enseignants du secondaire au Maroc Formation et profession 31(2) 2023 1 sum Le Maroc a dclench en 2016 une nouvelle rforme de formation des enseignants dans un contexte caractris par une faiblesse des performances des apprenants et un dpart massif des enseignants la retraite. Son instauration a t accompagne par de multiples substitutions et regroupements. Cet article bas sur la mtaanalyse d'un corpus compos de documents officiels et de recherches dresse un bilan de diffrentes actions de formation. Les rsultats rvlent une diversit des tablissements impliqus ; l'avantage du modle conscutif ; une volution des contenus de la formation prsentielle ; une formation pratique suivie par plusieurs acteurs ; et une formation distance dficiente quand il s'agit de l'amlioration des comptences.
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 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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 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".