Irish Emigration and Immigration to North America
Bibliographic record
Abstract
Irish immigration to the United States and Canada has been marked by peak periods of mass migration in history. Major historical events have triggered the influx of large numbers of Irish immigrants seeking better wages, more comfortable lifestyles, and political or religious freedom. Careless stereotypes have been attached to the immigrants and their methods of travel and lifestyles, but there were numerous ways to immigrate to North America and each course had the potential to create the records needed to identify a home county or parish. Irish emigration across the Atlantic began in the early 1600s. Emigration patterns mirrored the ebbs and flows of emigration from the rest of the British Isles with two notable exceptions: first, the emigration of Scots-Irish Presbyterians to North America in the mid- 1700s, and second, the famine-initiated emigration of mostly Catholics in the mid-1800s. This article focuses on the many record sources in America and Ireland that may be used to link the Irish immigrants with their origins in Ireland. Similar record sources may help trace the many Irish who went to France, South Africa, India, Australia, New Zealand, and elsewhere.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".