КОЛЛЕКТИВНЫЕ ПОГРЕБЕНИЯ НЕКРОПОЛЯ У П. ЗАОЗЕРНОЕ В СЕВЕРО-ЗАПАДНОМ КРЫМУ
Bibliographic record
Abstract
The necropolis near the village of Zaozernoye in northwestern Crimea is located 1.5 km away from Chaika fortifi ed settlement. The group of kurgans stands on the territory of an ancient stone quarry. It has burial structures of three types which hold so-called collective burials. The structures contain from 3 to 13 bodies, with the burials dating to different times. The earliest burials date to the end of the 4th - 3d cc. BC. The structures were used throughout the period of existence of the Greek settlement, until the third quarter of the 2nd c. BC. Afterwards they were used by the new population, the so-called Late Scythians, during the 1st c. BC - 1st c. AD. The second and third types of the crypts are connected with burial traditions of the Bosporan population. The diversity of the burial rites shows that the population at Chaika was polyethnic.
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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 | 0.001 |
| 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) | 0.023 | 0.010 |
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".