Bibliographic record
Abstract
C’est d’abord par le corps que nous habitons le monde, « je sens donc je suis » dit Le Breton. Notre corps absorbe ou refuse, nous relie ou nous sépare, perçoit, se protège, se déplace, se tasse, réagit différemment en ville ou à la campagne, dans une rue escarpée ou une grande avenue, sur une plage ou dans une forêt, en un milieu inconnu ou un espace familier. Il est au cœur de notre saisie du monde. Et pourtant, grand paradoxe, en éducation à l’environnement, on ne lui accorde plus guère d’importance. On le maintient en salle de classe, il est immobile face à des expositions, limité aux manipulations d’outils, assis devant des ordinateurs. Cet article veut souligner ce paradoxe en s’appuyant sur une recherche-action menée dans le cadre d’une formation technique en aménagement paysager intégrant la pratique du land art.
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.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.015 | 0.011 |
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; both teacher heads agree on what is shown here.
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".