Empowerment et diversité culturelle : quelques prolégomènes
Bibliographic record
Abstract
Le présent texte explore l’articulation entre l’empowerment et la diversité culturelle, et notamment les voies prometteuses du jumelage entre ces deux termes. L’apport de la philosophie de Charles Taylor conjuguée aux récentes théories du fédéralisme permet de porter un regard nouveau sur la thématique des revendications identitaires en milieu urbain et d’esquisser des solutions institutionnelles pour répondre au double défi posé par le pluralisme culturel et de la nouvelle configuration économico-politique sous-tendant la mondialisation. Malgré ses aspects positifs, cet article entend montrer, dans le sillon des travaux de Bernard Jouve, les limites et l’utilisation équivoque que l’on peut faire de l’empowerment, qui sert parfois à justifier un désengagement de l’État-providence en faveur des populations les plus démunies, et qui ne présente pas toujours les garanties nécessaires pour lutter contre les discriminations survenant au sein des Minorities within Minorities.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.043 |
| Scholarly communication | 0.007 | 0.007 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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; 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".