« Le cercueil du vivant ». Un habitat algérien aux limites de l’insupportable
Bibliographic record
Abstract
La dynamique de formation de nouvelles territorialités rurales, la manière dont est aujourd’hui habité le territoire rural, plus précisément la relation entre la morphologie de l’habitat et la dynamique du territoire dans lequel il s’inscrit, sont au centre de cet article. Dans la vallée du Saf-Saf (wilaya de Skikda), le territoire rural connaît aujourd’hui des problèmes de recomposition territoriale largement liés à l’état d’insécurité marquant la décennie 1990. Contraintes de quitter leurs terres et leurs demeures pour se rapprocher d’axes de développement plus sûrs, les populations rurales en ont été particulièrement touchées, dans leur mode de vie et d’habitat. À la diversité harmonieuse du territoire rural algérien s’est substituée une diversité confuse de territoires qu’interpénètrent les rejaillissements de la crise urbaine sur les campagnes et les répercutions humaines et spatiales des troubles de la période dite de tragédie nationale.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".