Bibliographic record
Abstract
Très peu connue, l’écrivaine Emma Santos (de son vrai nom Marie-Anne Le Rozick) a publié huit livres entre 1971 et 1978. Dans ses textes, elle raconte ses dix années de dépression passées entre l’hôpital psychiatrique et la solitude de la ville. Elle évoque son attachement, depuis l’enfance, à la mort et au négatif ; elle y parle des douleurs de son corps, blessé depuis un terrible accident de voiture, et enfin, y confie son désespoir lié à une rupture amoureuse et aux avortements répétés qu’elle a dû subir. Paradoxalement, ses textes sont aussi l’affirmation de l’écriture comme résistance à l’emprise des médicaments, ceux que les médecins et psychiatres la forcent à prendre, et comme acte de survivance ; l’écriture semble donc ici faire tenir le sujet à la limite du négatif.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.049 | 0.016 |
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".