Les cueillettes commerciales au Québec : capter la diversité socio-environnementale
Bibliographic record
Abstract
La cueillette commerciale d’espèces sauvages est une activité dont la popularité est en croissance au Québec. Si les produits cueillis sont de mieux en mieux connus, on ne peut en dire autant de l’activité elle-même et des cueilleurs. Qui sont-ils ? Comment accèdent-ils aux ressources ? Quels défis rencontrent-ils ? Cet article aborde ces questions par le truchement de la diversité des pratiques déployées. Les notions « d’accumulation par captation » et « d’espaces péricapitalistes », permettant d’explorer les différentes configurations socio-environnementales et économiques des activités de cueillette, guident l’exploration. Pour ce faire, l’article brossera un portrait du développement des activités de cueillette au Québec et présentera des caractéristiques des cueilleurs, de leurs savoirs, de leurs pratiques, des territoires qu’ils explorent et de l’organisation de leur travail.
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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 | 0.001 | 0.001 |
| 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 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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".