Désagrarisation de l’économie paysanne et « refonctionnalisation » de la localité rurale au Mexique
Bibliographic record
Abstract
Le travail présenté ici se propose d’analyser les modalités de recomposition des espaces ruraux mexicains dans le cadre de la ratification du Traité de libre-échange avec les États-Unis et le Canada (Alena). On assiste ainsi à la recomposition et à la mise en réseau de certains territoires autour des filières de production, conditionnement et mise en marché de produits frais à forte intensité en travail et capital. L’enquête porte plus particulièrement sur la région des Tuxtlas, au sud de l’État de Veracruz, zone d’agriculture paysanne faiblement capitalisée, à l’exception de sa portion nord-est qui constitue, depuis la seconde moitié du XIXe siècle, un bassin de production de tabac destiné au marché international des cigares, et le principal marché de travail de la région
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".