De l'aldea perduda a l'aldea recuperada: el mite de la decadéncia de la comunitat pagesa a Cantàbria (1750-1950)
Bibliographic record
Abstract
RESUM. Aquest treball qüestiona el declivi de la comunitat camperola a Cantàbria entre 1750-1950, entés com una història de resisténcia frustrada contra la penetració de les forces del mercat i de 1Estat. A partir de noves coordenades teòriques proposa, per contra, que les decisions que es van prendre des de dins de la mateixa comunitat per adaptar-se als canvis econòmics (desenvolupament del mercat) i institucionals (reforma agrària liberal), que es van concretar en un profund canvi técnic en lactivitat predominant (la ramaderia) protagonitzat massivament pels camperols, anessin acompanyades duna redefinició ideològica i organitzativa dallò que era comunitari durant la primera meitat del segle XX.
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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 | 0.002 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 0.001 |
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".