Bibliographic record
Abstract
Born into the Venetian patriciate class, Caterina Cornaro (also Corner, b. 1454–d. 1510), ruled the island of Cyprus as its last queen from 1473–1489. Her wealthy and ambitious father, Marco, and uncle Andrea possessed political and mercantile interests in the Cypriot kingdom ruled by the French Lusignan family that facilitated her marriage to King Jacques II in 1468, a union sanctioned and supported by the Venetian Republic. His death in 1473 prompted an attempted coup that Caterina and her infant son, Jacques III, evaded with Venetian assistance the following year. The coup provided justification for Venetian interference in Cypriot governance, which, despite Caterina’s resistance, gradually increased until Venice forced her abdication in 1489. After her return to the Venetian mainland, Caterina divided her time between the hill town of Asolo, which she governed on Venice’s behalf as recompense for her sacrifice of her kingdom; her hunting lodge (Barco) at Altivole; and Venice, where she continued to marshal her royal authority, arranging marriages for family and friends and regularly petitioning the Venetian government for offices and benefices for her former courtiers. Perhaps the most famous woman of the Venetian Renaissance, Caterina appeared in the paintings of Gentile Bellini as well as those of other artists. The image of her sacrifice of her kingdom for the sake of Venice appeared on her tomb in the church of San Salvador, Venice, other family tombs, and on the ceiling of the Great Council Hall in the Doge’s Palace. Venerated in humanist orations and poetry, Caterina and her court provided the setting for Pietro Bembo’s poetic musing on the nature of love, Gli Asolani (1505).
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.111 | 0.020 |
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".