Discours sur le travail soutenable dans les communautés touchées par l’activité minière: à la recherche d’un concept décolonial
Bibliographic record
Abstract
Pour les institutions des Nations Unies, dont l’OIT, le travail soutenable contribue à l’avènement d’économies vertes et inclusives. Les autrices examinent si cette vision dominante est reprise ou remise en cause sur le terrain en s’appuyant sur une analyse décoloniale de discours concernant des communautés touchées par l’activité minière au Brésil et au Canada. Elles constatent que, alors que les conceptions décoloniales sont centrées sur le soin à la terre et aux personnes, la reconnaissance de la dépendance écologique, le respect de la vie et le travail reproductif, les visions dominantes du travail soutenable sont souvent instrumentalisées pour légitimer des pratiques incompatibles avec cette vision.
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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 | 0.010 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.016 | 0.039 |
| Scholarly communication | 0.012 | 0.006 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.007 | 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".