Jean-Michel SALAÜN et Christian VANDENDORPE (dir.), Les défis de la publication sur le Web : hyperlectures, cybertextes et méta-éditions, actes des Quinzièmes entretiens du Centre Jacques Cartier. Paris, Presses de l’enssib, Coll. « Référence », 2002
Bibliographic record
Abstract
Cet ouvrage se presente sous la forme d’un livre collectif divise en parties et chapitres. Il a ete realise a l’issue du colloque franco-canadien qui s’est tenu a Lyon, a l’Ecole nationale superieure des sciences de l’information et des bibliotheques, du 8 au 11 decembre 2002. L’objet du colloque etait de confronter les points de vue relatifs aux defis de la publication sur le Web. Comme beaucoup d’actes de ce type, la multiplicite des sujets a traiter et la pluridisciplinarite des approches ...
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.009 | 0.023 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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".