Seals of the monastery of the Canons Regular of St. Augustine in Lanškroun. An example of fine artwork from Bohemia in the final quarter of the 14th century
Bibliographic record
Abstract
Abstract The article looks at the seals of the monastery of the Canons Regular of St. Augustine in Lanškroun. The site is located in East Bohemia, where the monastery was active between 1371 and 1421?. The article presents the preserved seals of the provost, prior, and convent. The seal image consists of figures of the saints to whom the monastery was consecrated, featuring the usual attributes: Our Lady, St. Nicholas, and St. Catherine. They are depicted either individually (in the case of the provost’s and prior’s seals) or together (in the case of convent seals). The exception to this rule is the private seal of provost Henry from 1387, which depicts the Old Testament King David. This seal stands out from other seals as it refers to early Humanism.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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".