Coastal Saltworks and Atlantic Opportunities at Two Early Modern Sites on the North Coast of Ireland
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The extraction of salt from seawater is one of the most direct ways of exploiting the marine environment. In the historic period, the production of salt formed an important component of the global economy. In temperate locations such as Ireland, archaeological evidence of extracting salt from seawater comprises a range of expressions and locations dictated by the energy resource required. This article presents the results of the first archaeological excavations of a saltworks complex in Ireland, at two sites that produced salt from the seventeenth to the nineteenth centuries. Partial excavation of a seventeenth-century complex at Ballyreagh Lower revealed a crude structure that was not capable of supplying all of the area’s needs. By contrast, the eighteenth- and nineteenth-century pan site at Broughanlea shows a step-change in scale, efficiency, and infrastructure that reflects new economic networks in a country predominantly relying on agricultural produce.
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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 | 0.001 | 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 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it