Bibliographic record
Abstract
The Rajhrad collections currently contain 81 song prints that can be classified as broadside ballads. Most of them are stored in boxes, like many other small prints from the monastic library that came there in the 19th century. Only a few provenance notes make it possible to identify the original owners of at least some of the prints. The analysis has also shown that almost half of the ballads were printed in Brno workshops; these represent song production from Prague, Hradec, Králové, Jindřichův Hradec, Litomyšl, Jihlava, Znojmo, Vienna, the New Town of Vienna, Linz, Krems and Skalice. Other places of publication than Brno are represented only by individuals. For almost a quarter of the prints, the place and date of publication cannot be precisely determined. It is only known that they were printed sometime in the 18th century. The vast majority of songs are religious – only seven prints are devoted to a secular theme. The clearly predominant language of the printed production is German, because the only surviving bound collection of chapbooks (in Czech špalíček) consists exclusively of German songs. From the 1780s, Czech predominated in the press. The only rock print in the set is in Slovak.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.040 | 0.013 |
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".