En lisant, en travaillant : regard rétrospectif d’une conservatrice des bibliothèques à mi-parcours
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
2019. Cela va faire vingt ans que je travaille pour des bibliothèques, dont six comme directrice de la bibliothèque universitaire d’Angers. Arrivée en haut de ce premier versant de ma vie professionnelle, je saisis avec joie l’occasion qui m’est donnée ici de revenir sur le cheminement qui m’a amenée là. En bonne lectrice et bibliothécaire, j’ai construit le récit de mon parcours autour de six livres : chacun, à sa manière, m’a aidée à construire une identité intellectuelle et professionnelle. J’ai tenu aussi à mettre l’accent sur les rencontres humaines, si importantes, qui m’ont donné confiance, qui ont influencé ma vision et mes pratiques.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.009 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.008 |
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