G. Dotoli, Francophonie et langue française au début du troisième millénaire et M. Quaghebeur, Et si nous parlions enfin des francophonies culturelles?, in G. Dotoli (dir.), Où va la francophonie au début du troisième millénaire?, Actes du Colloque de Bari, 4-5 mai 2005
Bibliographic record
Abstract
L’histoire nous enseigne que toute fin de siècle – et plus encore toute fin de millénaire – est source d’inquiétudes et d’appréhensions. Vice-versa, le début d’une nouvelle ère déchaîne souvent les énergies, et encourage les bons propos. Les 4 et 5 mai 2005, un colloque international a eu lieu à Bari, intitulé Où va la francophonie au début du troisième millénaire?, dont Schena vient de publier les actes. Évoqué dans un moment historique aussi crucial, le sujet, qui est au cœur de l’activité ...
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 | 0.008 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.005 | 0.006 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".