The First Foundation of a Good House: Ferryland's Mansion House Kitchen
Bibliographic record
Abstract
The community of Ferryland, located on Newfoundland’s Avalon Peninsula, is home to the remains of George Calvert’s initial attempt at colonial settlement in North America. Over 25 years of excavations and research at the site have produced an increasingly detailed image of life in the seventeenth-century community there. As part of this ongoing work, the project discussed in this paper explores the use and provisioning of a detached kitchen which would have served Ferryland’s Mansion House. Built between 1621 and 1627, the structure makes up one half of a detached service wing adjacent to the Mansion House, fitting a pattern common to English manor houses in the late Middle Ages but out of style by the seventeenth century. Despite the seeming anachronism of its architecture, however, the assemblage associated with the kitchen fits the range of objects and items which made the kitchen the heart of the seventeenth-century domestic household. The domestic goods, routines, and foods found in the kitchen would have helped to make the reproduction of European social life imaginable in communities such as Ferryland, making it possible for George Calvert, David and Sarah Kirke, and those like them to consider moving their households across the Atlantic to North 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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.011 | 0.006 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".