English Bards and Scotch Biography: John Galt’s <i>Life of Lord Byron</i>
Bibliographic record
Abstract
John Galt’s Life of Lord Byron has never fully recovered from the withering criticism that greeted its publication in 1830, but it deserves to be better recognised. It offers some of the finest eye-witness accounts available of Byron in the Levant in 1809—10. It examines a number of striking parallels between Galt’s work and Byron’s, including Galt’s fascination with the Byronic hero. Most intriguingly, it highlights Byron’s knowledge and experience of Scotland, and the ways in which he was shaped by its oral traditions, landscapes, history, literature, religion, and language. While more recent biographers have mainly portrayed Byron as unproblematically ‘English’ or ‘British’, Galt’s Life throws searching light on nineteenth-century constructions of his identity, and establishes the framework for ‘considering Byron as a Scottish poet’, as T. S. Eliot put it in 1937, more than one hundred years after Galt.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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".