Développement et validation d’un modèle de structuration des valeurs au travail
Bibliographic record
Abstract
Bien que les valeurs au travail jouent un rôle important en gestion des ressources humaines, il n’existe actuellement aucun instrument de mesure des valeurs au travail reposant sur une structuration théorique. À partir des travaux de Schwartz, cette étude propose de valider un modèle de structuration des valeurs au travail à l’aide d’un inventaire des valeurs au travail (IVT). Pour ce faire, l’analyse multidimensionnelle est la procédure statistique privilégiée pour réaliser une telle démarche de validation conceptuelle du modèle théorique proposé. L’analyse de données provenant d’un échantillon de 174 professeurs québécois milite en faveur de ce modèle théorique qui balise un nouveau domaine de recherche en gestion des ressources humaines.
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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 | 0.021 | 0.048 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".