Développement, ethnicité et « ethnophagie » dans les Andes septentrionales (Équateur)
Bibliographic record
Abstract
In the last third of the 20th century, the social dynamic in the Ecuadorian Andes was subject to a series of significant changes : the emergence of a powerful Indian movement, on the one hand, and the reconfiguration of the role of the State, as a corollary of the implementation of structural adjustment policies, better known as “Washington Consensus”, on the other. In spite of the strengths of an Indian movement that found its roots in the agrarian reform of the 1960s and 1970s, it became clear that the new neoliberal matrix led to the dissociation of rural development problem from the yet to be solved question of the concentration of land and wealth. By placing the emphasis on the politics of identity and on the organizational aspects of the Indian and peasant issue, the champions of ethno-development have downgraded any reference to the socioeconomic and political claims of the peasant populations.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| 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 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".