Gestion de la demande en eau en Méditerranée : réflexions sur la dimension communication
Bibliographic record
Abstract
La question de l’eau est de plus en plus fortement posée en Méditerranée et les avis convergent sur son urgence. Mais il va sans dire que les solutions à y apporter à une échelle significative sont encore largement à explorer, même si de plus en plus nombreuses tentatives sont mises en œuvre ici ou là pour modifier les évolutions tendancielles.Malgré un diagnostic est sombre en Méditerranée, on ne peut qu’être surpris devant la faible mise en œuvre des actions d'information, de sensibilisation, de formation, de coopération. Ces types d’action, au demeurant, sont reconnus par tous comme si essentiel. Absence de conviction, incapacité ou manque de volonté politique ? Il est urgent de changer les comportements des décideurs comme ceux de usagers, ceux de la méditerranée mais probablement des autres régions du Monde.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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".