Transition climatique en milieu rural : l’exemple de la Coopérative Ferme Terre Partagée
Bibliographic record
Abstract
La coopérative Ferme Terre Partagée (CFTP), située à Rogersville au Nouveau-Brunswick, a comme mission de contribuer à la résilience des communautés rurales acadiennes. Cette ferme agroécologique, en plus de sa production maraîchère biologique et de son élevage d’animaux en liberté, met en place une diversité de projets afin de contribuer à la transition climatique. Trois valeurs guident notre démarche : la souveraineté alimentaire, l’agroécologie et la coopération et l’autogestion. Deux exemples sont offerts à la fin du texte afin d’illustrer comment, par sa démarche, la CFTP remet en question le système économique capitaliste actuel qui exploite les travailleuses et travailleurs et qui détruit l’environnement.
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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 | 0.010 | 0.010 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".