Quels pouvoirs informels au sein des circuits courts et locaux agroalimentaires ? Le cas du Limousin
Bibliographic record
Abstract
Cette recherche porte sur des collectifs de production agricole en circuits courts et locaux agroalimentaires (CCLA), établis dans le Limousin, souhaitant avoir un fonctionnement démocratique, inspiré directement ou indirectement de l’économie sociale. Leurs statuts et les dispositifs techniques participatifs permettent de limiter la concentration des pouvoirs et facilitent leur répartition selon un principe démocratique. Toutefois, ce fonctionnement démocratique est impacté par les pouvoirs informels liés aux rapports sociaux des membres. Il s’agit ici de repérer et catégoriser ces sources informelles de pouvoir, d’en analyser les interactions avec les sources formelles, afin de mettre à jour la gouvernance effective.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".