Impacts du vécu de la reconversion professionnelle des ouvrier.ère.s de l’industrie sur leur identité
Bibliographic record
Abstract
Cet article présente une recherche sur des adultes anciennement ouvrier.ère.s de l’industrie ayant vécu une reconversion professionnelle suite à un licenciement économique et qui se sont engagé.e.s vers un nouveau métier. Il rend compte de la façon dont ces personnes, contraintes de devoir abandonner un métier, perçoivent cette reconversion et construisent leur identité professionnelle. L’objectif est d’identifier l’impact de cette perception de la reconversion sur leur construction identitaire. Une enquête qualitative réalisée auprès de onze personnes a permis de modéliser les résultats autour, d’une part, de trois profils-types identitaires d’ouvrier.ère.s reconverti.e.s : être auteur.e.s, acteur.rice.s ou assujetti.e.s et d’autre part, de deux modèles-types de construction identitaire : coopérative ou conflictuelle.
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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 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".