‘A<i>Volksvreemde</i>Historian’: J.A.I. Agar-Hamilton and the Production of History in an Alien Environment
Bibliographic record
Abstract
Extracted from text ... 1. J.A.I. Agar-Hamilton, The Native Policy of the Voortrekkers: An Essay in the History of the Interior of South Africa, 1836-1858 (Cape Town, 1928); J.A.I. Agar-Hamilton, The Road to the North: South Africa 1852-1886 (London, New York and Toronto, 1937). 2. J.A.I. Agar-Hamilton, South Africa (London, 1934). 3. J.A.I. Agar-Hamilton, A Transvaal Jubilee, Being a History of the Church of the Province of South Africa in the Transvaal (London, 1928). 4. J.A.I. Agar-Hamilton, The South African Protectorates (London, 1929). 5. J.A.I. Agar-Hamilton, Crisis in the Desert, May-July 1942 (Cape Town, London and New York, 1952) and J.A.I. Agar-Hamilton, The Sidi ..
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How this classification was reachedexpand
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 | 0.002 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".