Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Omniprésent lorsque s’agit d’évoquer la jeune fille ou bien de s’adresser à elle, le parfum métaphorise à merveille, au XIX e siècle, la connaissance qu’elle se forme d’elle-même et de l’amour, ainsi que, surtout, la façon dont on la conçoit alors. L’iconographie et la littérature, le discours médical, religieux et commercial composent tous ensemble un portrait olfactif de la jeune fille, figure née de l’avènement de deux valeurs bourgeoises, la famille et l’hygiène, dont la place s’affirme au sein du foyer au moment où la parfumerie, connaissant un formidable essor, démocratise l’accès aux senteurs. C’est ce portrait olfactif à la chimie complexe qu’il s’agit de dresser pour interroger les marges de l’indéfinissable et de l’indicible dans les conceptions et représentations de la jeune fille, précisant ainsi les contours de cette figure nouvellement apparue dans l’imaginaire.
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.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it