La construction du sens autour de la notion de compétence dans des dispositifs universitaires en alternance
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
Lorsque l’on se propose d’étudier le développement de compétences dans des formations de l’enseignement supérieur, il nous semble important d’analyser les « éléments de preuve » que les étudiants peuvent apporter pour démontrer leur acquisition. Les productions en contexte professionnel et en situation scolaire peuvent servir de bases d’évaluation et orienter la démarche d’accompagnement des formateurs. Dans cette recherche, nous allons nous intéresser aux preuves de l’acquisition de compétences chez des étudiants de premier cycle universitaire en éducation sociale, travail social, éducation préscolaire et primaire d’une université espagnole lors de leur stage pratique. Le but est de proposer un modèle d’interprétation de la construction de compétences transversales dans les formations universitaires.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it