Bibliographic record
Abstract
Avec le décès de notre collègue et ami Jean-Pierre Augustin au mois de juillet 2022, moins de deux ans après celui de son camarade Jean-Claude Gillet, le monde de l’animation perd un autre phare qui l’a guidé depuis un quart de siècle. Professeur émérite à l’Université Bordeaux-Montaigne, membre de l’UMR PASSAGES et ancien directeur de recherche à la Maison des Sciences de l’Homme d’Aquitaine, Jean-Pierre Augustin était un géographe renommé des cultures urbaines et des loisirs, de l’animation socioculturelle ainsi que des mouvements et organisations d’éducation populaire, de jeunesse et du sport en France, au Canada et en Afrique. Co-fondateur de la revue ATPS et contributeur régulier, son legs est immense et nous vous proposons dans ce numéro une série de textes inspirés de ses travaux.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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; a candidate call from one teacher head, not a consensus.
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".