Rough Notes Taken during some Rapid Journeys across the Pampas and among the Andes
Bibliographic record
Abstract
Sir Francis Bond Head (1793–1875) known as 'Galloping Head', was a soldier who later served as lieutenant-governor of Upper Canada, but who was dismissed from his post when rebellion broke out there in 1837. Before this, he had tried unsuccessfully to set up a mining company in Argentina. It is from this period of his life that the characteristically entitled Rough Notes Taken During Some Rapid Journeys Across the Pampas and Among the Andes (published in 1826) were written, in a headlong and jocular style which belies the actual hardships of his journey. Part of the interest of the account today lies in the fact that Charles Darwin had read it and referred to it frequently and admiringly in his letters home as he traversed the same country six years later: 'Do you know Head's book? it gives an excellent account of the manners of this country'.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.009 | 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".