“A Distinctly Busy Man” – Lieutenant Colonel (Dr) Frederick Holles Brennan, First Officer Commanding of the 1st South African Irish Regiment, 1861–1927
Bibliographic record
Abstract
Abstract Lieutenant Colonel Frederick Holles Brennan, formerly the commanding officer of the 1st South African Irish Regiment, medical officer of the Transvaal Volunteers, surgeon to the Hawarden Castle hospital ship and recipient of the Volunteer Officer’s Decoration and Long Service Medal during active service, is a forgotten name in South African military history today. Canadian-born Brennan, a qualified medical doctor, emigrated to South Africa during the 1890s. After settling in Johannesburg, he established a successful medical practice and became an integral part of the Irish-Canadian diasporic community on the Witwatersrand. This was complemented by active involvement in a range of charitable causes, in addition to participating in both the Anglo-Boer War (on the side of the British) and the First World War. From 1894–1927, Brennan made a fundamental contribution to the development of the South African military and sports history, without compromising his Irish-Canadian identity.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.003 |
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".