Le travail en équipe dans un univers de production allégée : contrainte ou opportunité
Bibliographic record
Abstract
Prenant appui sur des données collectées auprès des travailleurs de l'usine de la GM à Boisbriand, cette étude cherche à mettre en évidence que leur évaluation du travail en équipe est intimement associée à la dynamique sociale qui prévaut au sein des équipes. Les résultats suggèrent que leur évaluation varie selon la capacité de coopération et d'action des travailleurs, laquelle est fortement liée aux modalités du marchandage de l'effort. Dans le cadre de ce marchandage continue sur les lieux de travail, le rôle joué par les chefs d'équipe apparaît comme un enjeu central. Il peut en effet constituer un catalyseur ou un frein à l'émergence de nouvelles capacités d'agir en commun au sein des équipes.
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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 | 0.065 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".