L’adaptation des territoires aux changements climatiques dans l’Oriental marocain : la vulnérabilité entre action et perceptions
Bibliographic record
Abstract
Suite aux retards pris par les politiques d’atténuation des émissions de gaz à effet de serre à l’échelle internationale, la question de l’adaptation aux changements climatiques apparaît comme un objet de recherche nouveau pour les sciences sociales depuis le début des années 2000. Néanmoins, les premières études ont relevé l’ampleur des chantiers à explorer et souligné les nombreuses difficultés à lever tant sur les plans théoriques que méthodologiques. Le travail présenté ici propose une réflexion menée à partir d’observations de terrain faites dans la région de l’Oriental marocain et vise à montrer l’intérêt d’une approche géographique qui cherche à replacer la problématique de l’adaptation aux changements climatiques dans les différents registres du fait social et territorial.
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 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".