'The saints of the Scottish country will fight today': Robert the Bruce’s alliance with the saints at Bannockburn
Why this work is in the frame
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Bibliographic record
Abstract
In Walter Bower's Scotichronicon, Robert the Bruce speaks confidently about saintly help for the Scottish forces at the Battle of Bannockburn. Based on which saints are depicted elsewhere in the Scotichronicon as being helpful to Scots, which were favoured by Robert the Bruce personally, and which were popular among Scots more broadly, this paper makes an informed conjecture about how Saints Andrew, Thomas, Columba, Ninian, Margaret, Kentigern, and Fillan might have been among the saints that King Robert and his subjects were thinking about when they looked to the saints at the Battle of Bannockburn.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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