Stress et résolution de problèmes sociaux : deux contextes d’enseignement francophones
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
La présente recherche a pour but d’identifier les caractéristiques psychométriques des indicateurs de stress du « Derogatis Stress Profile » (DSP) et des indicateurs de la capacité de résolution de problèmes sociaux de Dugas, Freeston et Ladouceur (1996) chez des stagiaires en enseignement en milieu minoritaire francophone au Manitoba et en Alberta. À cela vient s’ajouter l’objectif de comprendre la relation entre le stress et la résolution de problèmes sociaux chez ces stagiaires en enseignement. Nous comparons des résultats de deux populations distinctes à travers ces trois objectifs de recherche dont la présente population étudiante en milieu minoritaire francophone avec celle d’une étude antérieure en milieu majoritaire francophone au Québec (Montgomery, Bujold, Bertrand et Dupuis, 2002).
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 | 0.017 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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