Bibliographic record
Abstract
The career of the third Viscount Palmerston as foreign secretary and prime minister has been thoroughly studied, but few are aware that he was one of the first Irish landlords to finance the emigration of starving tenants during the great Irish famine. Although the first boatloads of emigrants were well outfitted, by the end of 1847 Palmerston stood accused of cruelly mistreating his departing tenants. One Canadian official compared conditions on the vessels he chartered to those of the slave trade. Given the tremendous detail with which historians have scrutinized Palmerston's long career, it is surprising that no thorough account of either the management of his Irish estate or of his emigration scheme has ever been written. An examination of the programme under which 2,000 residents of Palmerston's Sligo estate fled to America in 1847 adds significantly to our understanding of the career of one of Britain's most important nineteenth-century statesmen, the complicated motives driving landlords to ‘shovel out’ their impoverished tenants, and an often-forgotten means by which thousands of the most destitute famine-era immigrants made their way to America.
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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 | 0.017 | 0.012 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".