The House as Repository of Knowledge and Intercultural Transfers
Bibliographic record
Abstract
This article explores the house during the Romantic period as a site of intercultural transfer of knowledge. Hosting decentralized networks, the house functioned as a significant conduit in disseminating knowledge or creating new productions. The first part of the paper examines the opening of mummies by Professor Blumenbach as an example of how private collections were curated in several houses of the Fellows of the Royal Society. The second part presents an analysis of the role of the professorial house in Göttingen in transferring knowledge of Edward Jenner’s smallpox vaccination in Germany. The final example takes a closer look at a confluence of Anglo-Franco-German literature converging on Villa Diodati in 1816, showing how the famous villa is not a site of solitary creation as illustrated in prints of Byron and Villa Diodati, but the site of communal reading inspiring creativity.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.003 | 0.019 |
| Scholarly communication | 0.008 | 0.010 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".