Bibliographic record
Abstract
Illuminated music manuscripts created in 16th century Bohemia and Moravia for Utraquist literary brotherhoods represent a relatively rich collection of artefacts from the period before the Battle of White Mountain. The commonly illuminated incipits of these manuscripts also included introits dedicated to the feast of the Bohemian martyrs Jan Hus and Jerome of Prague. Several illuminations dating from the third quarter of the 16th century represent a richly documented iconography of Jan Hus. The first volume of the "Lesser Town Gradual" from the years 1569-1572 (Prague, National Library, sign. XVII A 3) also belongs to these manuscripts, due to its arrangement and selection of topics. Depicted in its bordure is John Wyclif striking a spark, Jan Hus lighting a candle with a twig and Martin Luther with a shining torch. With regard to the other lesser known literary and visual variants of the motifs of kindling light, the topic is interpreted in accordance with the interpretation of biblical verses in Chapter 11 of the New Testament´s Apocalypse about the calling of two witnesses and prophets at the beginning of the end of the world (The Book of Revelations 11, 3-4). The figures of John Wyclif, Jan Hus and Martin Luther can be interpreted in eschatological contexts of awaiting the second advent of Christ as apocalyptic prophets called by God and witnesses to the (Evangelical) truth who are bringing light to the darkness of the last time.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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".