DRAGON FROM THE USPENSKY CHURCH IN HALYCH FROM THE POLISH RESEARCH PERSPECTIVE
Bibliographic record
Abstract
An interesting monument of medieval masonry is a bas-relief showing a fire-breathing dragon, which is curerntly located in the Uspensky church in Krylos. The style of the creature’s presentation is convergent, among others, with several Romanesque monuments in sculptural art from Poland. The motif of this mythical creature has been used in artistic composition since the dawn of time. The symbolism of the dragon contained both positive and pejorative potential, depending on the time and cultural circle in which it appeared. The authors, based on a comparative analysis of the style of the object, historical sources, epigraphic monuments and preserved forms and decorations of architectural details from the non-existent Cathedral of the Mother of God in Halych, propose to date the image of the dragon to the third quarter of the 12th century. This is also an example of one of the few monuments that show the Western European, Romanesque sculptural tradition in Eastern Europe.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| 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) | 0.003 | 0.000 |
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".