Etude exploratoire de facteurs psychologiques et organisationnels ayant pu contribuer à des suicides et tentatives de suicide dans le secteur industriel
Bibliographic record
Abstract
Le geste suicidaire d’un salarié interroge la contribution des difficultés professionnelles. L’objectif de cette recherche était d’étudier les caractéristiques d’une organisation concernée par la suicidalité et leurs conséquences sur la santé mentale. Une étude par entretiens semi-directifs a été menée auprès de 23 cadres travaillant dans une organisation de l’industrie lourde confrontée aux gestes suicidaires de plusieurs collègues. Traités par le logiciel ALCESTE, les résultats révèlent une charge de travail lourde ainsi qu’un manque d’autonomie et de temps. Le contexte de l’entreprise est celui de restructurations successives mal accompagnées, provoquant du stress et du mal-être psychologique. Enfin, la perception d’un système d’évolution professionnelle inéquitable fait émerger des sentiments d’injustice, de manque de reconnaissance et de la souffrance psychologique.
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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 | 0.002 | 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 | 0.001 | 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".