Crisis y soberanía alimentaria: vía campesina y el tiempo de una idea
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
Vía Campesina vislumbra un mundo rural más humano, basado en el redescubrimiento de una ética del desarrollo que dimana de la cultura productiva y la vocación productiva de las familias del campo. La agricultura es impulsada por los labriegos, se basa en la producción campesina, utiliza recursos locales y se orienta al mercado interno. Su objetivo primordial es construir modelos alternativos de agricultura y enfoca su actuación en la soberanía alimentaria y el comercio agrícola, la reforma agraria, los derechos de los trabajadores migratorios y los jornaleros agrícolas; el género, la biodiversidad y los recursos genéticos, los derechos humanos y los derechos de los campesinos, así como una agricultura sustentable basada en el productor.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it