Methods of Queenship in Matrimonial Diplomacy: Fifteenth Century Scottish Royal Women
Why this work is in the frame
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Bibliographic record
Abstract
Fifteenth century Scotland relied upon matrimonial diplomacy to create ties with mainland Europe and further solidify their alliances with the French and Burgundian courts. Studies of matrimonial diplomacy often solely focus on the political lead-up to the marital alliances, rather on the fates of the individual women who were thrust into foreign courts to sink or swim. Focusing on six key examples of Scottish royal women of the fifteenth century in comparison with the feminine ideals of Christine de Pizan’s The Treasure of the City of the Ladies and the popular memory of St. Margaret, this paper attempts to address how the Scottish royal women of the fifteenth century worked within societal expectations to solidify their powerbase and create a role for themselves at court.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it