Бронзовое блюдо с позолотой изи Второго Караванского кургана раннескифской поры (Украинская Левобережная Лесостепь)
Bibliographic record
Abstract
The article is devoted to a unique find of Near Asian origin - a bronze plate with chased ornamentation and gilding, found in the Scythian archaic barrow № 2 near the Karavan village, near the town of Lyubotin, Kharkiv region (Seversky Donets basin). We had an opportunity to conduct an independent study of this product. There are several opinions about the place of manufacture of this plate. Some authors associated the Karavan plate with Achaemenid Iran and dated by the 7th-6th centuries BC. Others saw in it, not without reason, Assyrian products, determining the time of the product by the 9th-8th or the 3rd quarter of the 8th - early 7th centuries BC. We believe that the opinion about the Assyrian roots of this product is quite convincing. According to the Karavan plate’s closest analogy - in terms of the ornament- on the bronze-based pix from the collection of the Metropolitan Museum, we find it possible to extend the chronological framework of the production of the plate in Assyria to the whole 7th century BC.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.030 | 0.014 |
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".