The supplying of Schwarzenberg households in the second half of the 17th century
Bibliographic record
Abstract
The thesis consists of several parts discussing the issue of the supplying of aristocratic homes in the Baroque period. Everything was done on the example of the Schwarzenberg households between the years 1656 and 1683, during the reign of Jan Adolf I. of Schwarzenberg. The first part involves the organization of the servants in his household. The second part deals with looking at the residence of his wife Marie Justine from Schwarzenberg, born in Starhemberg, Prague, around 1658. On the basis of their personal accounts, the authors presented this reconstruction supplying her household in Prague and a wider analysis of potential internal view of the expenditures in the category of alms. The following chapter deals with food supplies for Jan Adolf I's wife's household at Trebon. The last part relates to the analysis of transport of food to Schwarzenberg households in Vienna in the third quarter of the 17th century, part of which is closer to the probe focused on local supply and consumption of alcohol.
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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 | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".