L’insertion professionnelle en enseignement : Validation d’un modèle inspiré de Bronfenbrenner
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
En éducation, la transition de la formation à la pratique professionnelle demeure un phénomène complexe. Nous avons donc entrepris de tester un modèle de l’insertion professionnelle en enseignement inspiré de celui de Bronfenbrenner. Ce modèle situe le novice au centre de systèmes concentriques et a inspiré six hypothèses que nous avons testées. Trois institutions ont pris part à ce projet, soit les HEP BEJUNE, de Fribourg et du Valais. Un échantillon de 186 novices a répondu à un questionnaire au printemps 2006. La modélisation d’équations structurelles a permis de tester les relations entre des variables touchant à la perception de compétence, aux conditions de travail, à la formation initiale et au succès perçu de l’insertion. Nos résultats soulignent l’importance des conditions à l’embauche et de la satisfaction au travail sur la perception du succès de l’insertion et l’engagement à l’école.
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 | 0.017 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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