Body-Building and Empire-Building: George Douglas Brown, The South African War, and Sandow's Magazine of Physical Culture
Bibliographic record
Abstract
Sometimes an author writes for the wrong magazine, with surprising long-term results. One of the givens for most Victorianists is that the demands of periodical writing engaged an author with his or her audiences in ways that were themselves creative. Research has commonly focused on writings where the contributor and the periodical match well, so that the expansive paratext of periodical publication deepens our understanding of an author's literary voice and of how it was perceived by contemporary readers. The case examined here is different, in that it examines what seems a flagrant mismatch. The relevant sub-group of scholars, specialists in the Scottish novel, would seem simply to have dismissed the whole relationship as a critically embarrassing anomaly, best not looked into too closely lest the reputation of their author be compromised. Nonetheless, once one reads the periodical as a cultural unit, and not just as the individual author's contributions to it, this apparent mismatch casts new light on the writer and his culture in a way that his professionally safer and more ambitious elite periodical short fiction cannot. The author is George Douglas Brown (1869-1902), still not widely known outside Scotland, but generally recognized as the first major modern Scottish novelist, and the periodical is Sandow's Magazine of Physical Culture, founded in 1898, and generally credited as the first bodybuilding magazine.1 Brown's landmark novel, The House with the Green Shutters, first published in 1901, has seldom been out of print and is a staple of the Scottish teaching canon at both high school and university level. On its publication, Brown was immediately recognized as the pivotal figure in a new turn in Scottish fiction, against the elegiac sentimentalism of the Kailyard-J. M. Barrie, S. R. Crockett,
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.018 | 0.015 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| 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 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".