Last quarter of the 17th century icon of the Transfiguration from the Spaso-Preobrazhensky Monastery in Belevo
Bibliographic record
Abstract
Икона Преображения Господня из Белёвского Спасо-Преображенского монастыря - уникальный памятник русской иконописи. Она была выполнена в последней четверти XVII в. мастерами Оружейной палаты Московского Кремля. Настоящее исследование посвящено более чем трёхсотлетней истории этого замечательного образа. The icon of the Transfiguration of the Lord from the Saviour Transfiguration Monastery in Beleu is a unique monument of Russian icon-painting. It was made in the last quarter of the 17th century by craftsmen of the Armoury Chamber of the Moscow Kremlin. This study is dedicated to the more than three hundred year history of this remarkable image.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.007 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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".