Prague Johanniters in the Middle Ages - architecture and wall painting
Bibliographic record
Abstract
Bc. Čestmír Cimler: Prague Johanniters in the Middle Ages This thesis, named Prague Johanniters in the Middle Ages- architecture and wall painting is focusing on architecture and frescoes of Order of Malta in Prague before the break of Hussite wars. One of aims of the thesis is also to figure out typology and function of buildings of the Order, falling within the Priory of Bohemia's authority. Art production od the Orderhas not been systematically examined till today. Range of authority of the Priory overlapped the area of Bohemia into Moravia, Silesia, Hungary and Austria. The relations among commandries were quite close, most likely because of expansion of the Czech king Přemysl Otakar II. Under the autority of the Priory of Bohemia was a great amount of commandries. Several of them are preserved till today; others were partially destroyed or even damaged completely. The most important Order's seat in Bohemia was a commandry belonging to the Church of Lady beneath the Chain, founded in 60's of 12th century, developing till the first quarter of 15th century. The Church of our Lady beneath the Chain is a very significant monument because of its architecture. This church is composed of many construction phases, from Romanesque to baroque times. This thesis is focusing on medieval architectonical production...
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".