ІКОНА КИЄВО-БРАТСЬКОЇ БОГОРОДИЦІ З КОЛЕКЦІЇ НАЦІОНАЛЬНОГО МУЗЕЮ ІСТОРІЇ УКРАЇНИ XVIII СТ.: ПОХОДЖЕННЯ, АТРИБУЦІЯ ТА ІСТОРІЯ
Bibliographic record
Abstract
The main objective of this article is to explore the origin and attribution of the Kyiv-Brotherhood Virgin Mary icon preserved in the collection of the National Museum of Ukrainian History. This icon is a copy of a legendary miraculous image from the mid-17th century. The author commented on the museum records, conducted expert evaluation of the icon, and compared it to the other icons created at the same period. The author claims that the icon originated from the Poltava region suggests several hypotheses about the Kyiv origin of the artist, and puts forward a hypothesis about its creation in the first quarter of the eighteenth century as well as its direct following the patterns of the original iconographic prototype. Keywords: Kyiv-Brothehood Virgin Mary, cult, icon, museum accounting-records, origins, attribution, dating, iconographic, art school
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".