TEASER-Lab : faire l'expérience d’une transition agri-alimentaire par la coopération autour d’actions fédératrices
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A partir de l’exemple d’un réseau d’initiatives et d’acteurs dont l’objectif est de construire un système agri-alimentaire plus sain et plus durable à l’échelle d’un territoire rural (celui environnant la ville de Mirecourt, dans le département des Vosges, France), on dégage trois dimensions qui concourent fondamentalement à la transition : la dimension territoriale en montrant notamment que territorialiser signifie opérer une reconnexion, tant matérielle que cognitive, entre agriculture et alimentation ; une dimension d’innovation, celle-ci étant considérée avant tout comme des expériences partagées qui permettent et nécessitent des apprentissages d’ordres technique, organisationnel et relationnel générant des débats de valeurs ; et enfin, une dimension socialement et politiquement engagée.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it