Les bibliothécaires de lecture publique et la médiation : quelles pratiques et quelle résilience pour relever les défis sociétaux ?
Bibliographic record
Abstract
Dans les bibliothèques publiques, les bibliothécaires se positionnent comme de véritables médiateurs socioculturels, oeuvrant pour garantir un accès équitable au savoir, à la culture et à l’inclusion sociale. Après avoir clarifié les notions de médiation et de médiateur, et défini le rôle attendu du médiathécaire, une étude de terrain menée en Auvergne-Rhône-Alpes (France) met en lumière la réalité des pratiques des bibliothécaires chargés de médiation. Cette recherche détaille notamment les services d’accompagnement offerts aux publics ainsi que leurs perceptions de l’intelligence artificielle et de la transition écologique. En conclusion, l’analyse des résultats permet d’identifier des perspectives de développement et d’ouvrir de nouvelles pistes de réflexion sur la pratique de la médiation en bibliothèque.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.023 | 0.083 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.014 |
| Science and technology studies | 0.013 | 0.036 |
| Scholarly communication | 0.035 | 0.028 |
| Open science | 0.003 | 0.013 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.041 | 0.007 |
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 source (direct Gemma or distilled Codex), 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".