Bibliographic record
Abstract
В число находок из раскопок храма у села Веселое входят немногочисленные осколки стеклянных подвесных ламп. Их изучение позволило восстановить форму с горлом в виде раструба, округлым туловом и маленькими петлевидными ручками с характерным креплением. Лампы находят аналогии IX-XI вв. на территории Ирана, Сирии и Египта. Это согласуется со временем функционирования храма в третьей четверти IX - первой половине XI в. Находки из Веселого показывают, что рассмотренные лампы освещали не только мечети, но и христианские храмы, которые в Северо-Восточном Причерноморье появились под влиянием византийской культуры. The finds from excavations of a church near the Veseloe village include a small number of sherds from glass hanging lamps. Their examination provided an opportunity to reconstruct their form. The lamps have a bell-shaped neck, a round body and small loop handles with a distinctive holding. The Veseloe lamps find analogies among similar items from Iran, Syria and Egypt. This fact is consistent with the time of the church functioning which falls within the third quarter of the 9th century - first half of the 11th century. The finds from Veseloe demonstrate that the lamps in question were used to illuminate not only mosques but also Christian churches which appeared under the influence of Byzantine culture in the Northeastern Pontic region.
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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 | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".