Perspectives inuites sur le développement des énergies renouvelables au Nunavik : un levier vers l’autodétermination ?
Bibliographic record
Abstract
Les 14 communautés inuites du Nunavik (Arctique québécois) sont approvisionnées en électricité à partir de petites centrales thermiques au diésel. Ces communautés se montrent de plus en plus intéressées par l’idée de développer des sources d’énergie renouvelable pour leur approvisionnement (éolien, hydroélectricité, solaire), dans un souci environnemental certes, mais aussi comme affirmation de leur autonomie économique et politique. Ces projets suscitent cependant de vifs débats au sein des communautés et se heurtent à des résistances, tant locales qu’au niveau des institutions régionales et politiques. Comment s’articulent ces débats et que traduisent-ils des représentations locales ?
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.013 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".