Transatlantic Traditions: The History of Welsh Quarrying and its Connections to Newfoundland Slate
Bibliographic record
Abstract
Previous archaeological investigations have conclusively shown that the presence of Welshmen has co-occurred with the practice of local slate quarrying in Newfoundland since the early colonial ventures of the 17th century. The island experienced a resurgence in Welsh culture in the 19th century when a number of small slate quarries were established overlooking both the Bay of Islands on the west coast and Smith Sound in Trinity Bay. The following article outlines the history of these 19th-century Newfoundland quarries, as well as the social, political and economic factors which encouraged the migration of Welsh quarrymen across the Atlantic to remote and isolated areas of the island. The brief but intensive quarrying activity of the 19th and 20th centuries left indelible marks on the Trinity Bay landscape, and this article concludes by outlining preliminary explorations of archaeological remains near the town of Hickman’s Harbour on Random Island.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.008 | 0.007 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| 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".