Le design du « care » en bibliothèque : du tiers lieu au lieu d’inclusion sociale
Bibliographic record
Abstract
[orientation] Une bibliothèque publique à Montréal en 2016 est un tiers lieu dont le projet social s’inscrit dans un territoire, un quartier, une communauté. Le défi aujourd’hui consiste à imaginer une nouvelle génération de bibliothèques capables de travailler avec les citoyens. Pour faire émerger des tiers-lieu de co-création dans les bibliothèques de Montréal, différentes méthodes apparentées au design thinking ont été employées. Ces démarches intègrent de façon originale des pratiques issues du design social et on peut véritablement parler de « design du care ».
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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 | 0.016 | 0.023 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.007 |
| Science and technology studies | 0.018 | 0.056 |
| Scholarly communication | 0.027 | 0.012 |
| Open science | 0.003 | 0.012 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 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 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".