Analyse des facteurs socioculturels et survenue des troubles musculosquelettiques : le cas des couturières en Tunisie
Bibliographic record
Abstract
Le contexte actuel de mondialisation implique parfois des délocalisations et une internationalisation du travail qui conduisent quelquefois à des situations de travail défavorables pour la préservation de la santé des travailleurs. En effet, les transferts de technologies nécessitent une compréhension des déterminants contextuels pouvant influencer les situations de travail. Nous y retrouvons notamment les spécificités socioculturelles que nous avons traitées dans cette recherche. La prise en considération de celles-ci nous a permis d’avoir une meilleure compréhension des situations de travail d’opératrices en confection en Tunisie. De fait, nous percevons l’intérêt de prendre en compte ces dimensions dans le but de concevoir des situations de travail adéquates respectueuses de la santé.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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".