Action syndicale, démocratie et santé mentale au travail1
Bibliographic record
Abstract
La problématique de la santé mentale au travail est très présente dans les milieux syndicaux, replaçant au coeur de l’action syndicale l’importance de la qualité de vie au travail. Plusieurs recherches participatives, inspirées de la psychodynamique de travail et des récits de pratiques ont permis d’explorer le vécu et la réflexion de militants syndicaux sur la santé mentale au travail, tant dans leur travail à l’intérieur des structures syndicales que dans leurs interventions dans divers milieux de travail. Les nouvelles formes d’organisation du travail, marquées par l’idéologie néoproductiviste portent atteinte à la santé mentale de nombre de travailleurs et travailleuses, y compris chez les représentants et militants syndicaux. La difficile démocratisation au travail constitue un risque important pour la santé mentale au travail, un signe peut‑être de la toujours présente aliénation au travail.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.010 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.019 | 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 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".