David I: The King who Made Scotland By Richard Oram
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
David I: The King who Made Scotland . By Richard Oram . Tempus . 2004 . 255 pp. £17.99 . The ‘Scottish Monarchs’ series of Tempus Publishing is intended to offer the general public a collection of royal biographies that are at once ‘scholarly and accessible’. Oram's volume is the first. If, by the term ‘accessible’, the series editor has in mind a lively narrative style and a vivid engagement with the subject matter, then Oram's choice as a founding author is highly appropriate. Historians familiar with his publications will recognize here the energy that characterizes all his work and the vigour with which he pursues his arguments. The ‘scholarly’ aspects of this book (which, surprisingly, represents the first attempt ever to write a biography of this much-respected ruler) are rather less apparent. Oram's David I is a composite figure, made up in large part of the author's own interpretation of published chronicle sources and a selection of secondary works. There are some glimpses of originality in his account of the king's life, notably the suggestion that the ‘lost years’ between 1108 and 1113 may have seen David on campaign in Normandy in support of his brother-in-law, King Henry I of England. The concluding chapter, moreover, offers a well-balanced and in many respects highly illuminating assessment of David's reputation over the course of almost a thousand years of historical writing. His protestations that his biographical study is not intended to be a ‘definitive study’ of early twelfth-century Scotland notwithstanding, Oram in fact attempts to do much more in this work than retell the events of the king's life. While he touches on some important developments within and beyond the realm, however, he ignores a much larger number of equally momentous changes. In these portions of the book, moreover, he draws on the scholarship of a few, clearly favoured, colleagues, omitting entirely the equally meritorious work of many more. The result is a one-dimensional view of the king who, as the subtitle alleges, ‘made’ medieval Scotland. Readers of Oram's book will come away knowing a great deal about David I, his family, his achievements and his reverses, but they will have very little understanding of the ways in which he so thoroughly changed the lives and mores of the people he ruled.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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) | 0.004 | 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