Una élite rural. Los grandes ganaderos andaluces, siglos XIV-XX
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
En las grandes explotaciones agrarias de la Baja Andalucía la ganadería jugaba un papel tan importante como los cultivos agrícolas. En este tipo de explotaciones la ganadería estaba estrechamente vinculada a la agricultura a la que suministraba trabajo, abonos y dinero en metálico, al tiempo que los ganados se beneficiaban de los barbechos y de los residuos de las cosechas. Dada esta vinculación las figuras del gran agricultor y gran ganadero se fundían en una misma persona que era la del gran labrador que dirigía la explotación agraria. Este gran labrador aprovechaba su importancia económica y social para imponer su poder en los concejos municipales, a fin de inclinar en su propio beneficio la explotación de los espacios rurales colectivos en los que mantenía su ganado durante buena parte del año.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.006 |
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