Cautiverio, desarraigo y supervivencia de una comunidad mudéjar castellana: Deza (1429)
Bibliographic record
Abstract
At the beginning of 1429, Alfonso V of Aragon reached an agreement with InfanteEnrique of Castile and King Juan of Navarre to organize an army and carry out a military incursion into Castile. Their objective was to pressure the Castilian monarch, Juan II, to restore the power of the Aragonese infantes in the government of the kingdom. This article analyzes one of the military operations carried out by this army, specifically, the attack perpetrated against the town of Deza, located in the easternmost part of the Crown of Castile. The key event to be presented is the aggression suffered by the Islamic community of this town, whose members were captured and put up for sale in Zaragoza and other cities of the Crown of Aragon. The impact of this event in the local context was already highlighted in some of the chronicles of the 15th and 16th centuries, although, in this work, we will primarily rely on unpublished documentation from the Archive of the Crown of Aragon and the Historical Archive of Notarial Protocols of Zaragoza.
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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 | 0.000 | 0.000 |
| 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 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".