Juana La Beltraneja, Dynastic Fears, and Threats of Marriage (1475–1506)
Bibliographic record
Abstract
This article focuses on the life of Juana, the Excelente Senhora (excellent lady), between 1479 and 1506. Juana, widely known as La Beltraneja, was recognized by King Enrique IV of Castile (1454–74) as his legitimate daughter and successor despite claims that she had been conceived in an adulterous relationship between her mother Joana of Portugal and Beltrán de la Cueva. Although Juana lived in exile in Portugal from 1476 onward, her young age and unmarried status made her a powerful diplomatic weapon during the reign of the Portuguese king João II (1481–95). While she had professed as a nun and was nominally attached to the monastery of Santa Clara in Coimbra, her degree of seclusion waivered with the vicissitudes of Portugal’s foreign policy. Until 1522, she herself maintained the position that she was the rightful heir to the throne of Castile.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.008 | 0.006 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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 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".