Étude exploratoire de facteurs psychologiques et professionnels associés à un environnement organisationnel concerné par des suicides dans le secteur tertiaire
Bibliographic record
Abstract
Concernant certains suicides, nous nous interrogeons sur le fait que la santé mentale de la personne suicidée ait pu être impactée par certains facteurs professionnels. L’objectif était d’explorer l’environnement organisationnel des collègues de salariés suicidés. Une recherche exploratoire par entretiens a été conduite en France en 2012 auprès de 23 salariés d’une entreprise des services. Deux salariés étaient récemment décédés par suicide, avec suspicion d’un lien professionnel. Selon les discours, analysés avec le logiciel ALCESTE, des réorganisations successives agissent sur la pénibilité (charge de travail, heures supplémentaires, évolutions internes), le climat (conflits, comportements antisociaux, placardisations) et le bien-être (conciliation travail et famille, démotivation, insatisfaction, solitude).
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 | 0.004 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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".