A miraculous icon of virgin Hodegetria with twelve great feast scenes (third quarter of the fourteenth century) from Nessebur, Bulgaria
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In this article a miraculous icon of the Virgin Hodegetria with twelve Great Feast (Dodekaorton) scenes (third quarter of the fourteenth c.) in the church of the Dormition of the Virgin in Nessebur (Mesembria) in Bulgaria is presented. The icon, which belongs to the category of inlaid icons, bears a silver revetment (eighteenth-nineteenth c.). The iconography, as well as the style and the technique of painting, seems closely related to the Palaeologan icons of the second and mainly the third quarter of the fourteenth century. This allows us to suppose that the main icon, as well as the framing icon, are works of anonymous painters, probably from a painting workshop of Constantinople or a local one, influenced or formed in the Byzantine capital.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it