Bibliographic record
Abstract
En 2013, à l’occasion de la refonte de la Galerie des dons, espace emblématique de présentation d’objets et de témoignages de migrants donnés au musée pour intégrer le patrimoine national, le Musée national de l’histoire de l’immigration a collecté le parcours de vie de Rougui Dia. Cet ensemble constitue une brique majeure de la collection car il raconte la persévérance et le talent démontrés par cette cheffe renommée pour accéder à un poste d’excellence dans un domaine où les femmes, qui plus est d’origine étrangère, ne parviennent pas encore à conquérir leur juste place : la gastronomie française1.Incarné par sa cuillère d’apprentissage et sa première veste de cheffe chez Petrossian, le parcours de Rougui Dia s’appuie sur un témoignage très personnel, sur sa famille, son rapport à l’Afrique et son engagement professionnel et citoyen. Il a été exposé dans la Galerie des dons pendant cinq ans et sera valorisé dans le cadre du nouveau parcours permanent du musée, actuellement en projet.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.004 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.025 | 0.003 |
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".