Désagrarisation de l’économie paysanne et « refonctionnalisation » de la localité rurale au Mexique
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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
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.
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 | 0.002 | 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 | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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 it