Markers to Emigration from North West Sutherland: The Presbyterian Cemeteries of Lot 21 of Prince Edward Island
Bibliographic record
Abstract
A number of studies of emigrant communities in Canada have utilized the evidence from gravemarkers to indicate place of origin. This investigation of gravemarkers from five Presbyterian cemeteries on Lot 21 of Prince Edward Island demonstrates emigration from an area of the north west Highlands of Scotland to a particular community over a period of approximately 50 years. The chronology of emigration as revealed in the gravemarkers is analysed in the light of what is known about tenurial change within the homeland. Emigrant histories of several individuals or families recorded in two of the cemeteries have been compiled to examine their family and communities in the homeland, to set out the circumstances under which they emigrated and to outline the challenges they faced in Canada. An examination of the evidence from gravemarkers alongside a study of extant surnames and family reconstitution suggests that, in this case, gravemarkers provide a valuable but only partial indication of precise origin.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".