Bibliographic record
Abstract
Passée à la postérité comme hôtesse d’un des plus célèbres « salons » du temps des Lumières, M me Geoffrin (1699-1777) a réalisé son ambition en s’appuyant sur une solide fortune personnelle. Elle fait très jeune et sous tutelle un mariage avec un riche veuf, mais à fortune égale. L’ascension sociale des Geoffrin s’appuie sur un socle matériel très solide, la détention de 13,5 % du capital de la Manufacture royale des Glaces, dont la prospérité devient éclatante à partir des années 1750. Grâce à une alliance sophistiquée avec un autre groupe d’actionnaires, représentants de la banque genevoise, M me Geoffrin, sans siéger au conseil de la Compagnie des Glaces, révèle trente années durant tous les talents d’une femme d’affaires veillant sur ses intérêts.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.004 |
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; both teacher heads agree on what is shown here.
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".