Environnement et construction du bien commun local : l’apport de l’analyse du discours
Bibliographic record
Abstract
La question environnementale s’impose aujourd’hui à des espaces de gouvernance en mutation. Elle est en même temps actrice et révélatrice de l’évolution de logiques de gouvernance et de leur capacité à constituer des espaces de gestion du bien commun, notamment à l’échelle locale. En mobilisant une grille d’analyse du discours dans la tradition foucaldienne ainsi que les travaux de Boltanski et Thévenot sur la justification, nous proposons un cadre méthodologique pour saisir la dynamique d’évolution de la gouvernance locale sous le poids de la question environnementale au Liban. À la lumière de notre analyse, la transition environnementale au niveau local est plus un processus dynamique qui complexifie les paysages de gouvernance locale et fragmente les espaces de construction du bien commun, qu’un processus linéaire d’élargissement de ces espaces.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.004 | 0.010 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".