The creation of Nepal’s rice-growing plain: water management and territorialisation processes in Sunsari district
Bibliographic record
Abstract
La plaine du Népal, après avoir été marginalisée, a connu des transformations spectaculaires lors des cinquante dernières années, pour devenir le grenier à grain du pays. Or cette construction se révèle être le fruit d’une idéologie ancienne, qui lança l’instauration de politiques foncières, puis d’aménagements étatiques. L’article étudie les modifications induites dans le rapport à l’eau et à la terre et dans la territorialité des différents groupes d’acteurs. Il analyse la co-construction de l’organisation hydraulique par les dynamiques sociales, sa transcription territoriale et montre que la situation de marge explique certains conflits sociaux visibles dans la gestion de l’eau.
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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 | 0.002 |
| 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".