La lutte pour une place au soleil entre institutions intergouvernementales en matière environnementale, en particulier du Programme des Nations Unies pour l’environnement pour devenir une organisation mondiale
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
Via un aperçu des principales institutions environnementales mondiales, cette contribution témoigne des difficultés du Programme des Nations Unies pour l’environnement (PNUE) de devenir l’organisation mondiale de l’environnement. Même si la Commission pour le développement durable a été supprimée, le PNUE ne doit non seulement concurrencer des organisations classiques, onusiennes et non, mais aussi des institutions hybrides, sans personnalité juridique internationale, tels que les conférences des parties des accords environnementaux multilatéraux, le Fonds pour l’environnement mondial et le Groupe d’experts intergouvernemental sur l’évolution du climat (GIEC).
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.008 |
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