Changements techniques et recomposition des savoirs enseignés aux ouvriers : des discours aux pratiques
Bibliographic record
Abstract
À rencontre des discours, aujourd'hui dominants, qui postulent une correspondance linéaire entre la technique, les impératifs économiques et les savoirs, cette étude entend montrer comment les institutions de formation retraduisent les demandes qui leur sont adressées selon une logique propre. Parmi ces processus de retraduction, l'action des enseignants s'avère en ce moment un opérateur essentiel de l'évolution de la formation professionnelle en France, laquelle tend à passer d'un apprentissage de savoirs de métier à un enseignement de savoirs techniques. En appréhendant les savoirs transmis par l'école comme le produit d'un faisceau de relations sociales, la démarche mise en œuvre ici permet de procéder à une analyse qui échappe aux conceptions sustantialistes et relativistas.
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 | 0.020 | 0.050 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.027 |
| Scholarly communication | 0.011 | 0.009 |
| Open science | 0.003 | 0.007 |
| Research integrity | 0.006 | 0.007 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".