Crypt of the Roman Times from the Barrow Necropolis of Vinogradnoe-7 Settlement on the Taman Peninsula
Bibliographic record
Abstract
The authors publish and study items from the crypt, discovered in one of the burial mounds of the necropolis located on the Phanagoria Chora. The crypt, built around the middle of the 1st century AD, was used for 50—70 years. In the early period of the crypt’s existence (mid–third quarter of the 1st century AD), 6—7 burials were made, and fully robbed later. The next one was burial III in the southern part of the chamber. This burial was also robbed in antiquity, but some of the bones and items remained in place. In the northern half of the crypt there are intact burials I and II with accompanying equipment. The inventory of the three surviving burials contains terra sigillata, glass vessels and fibulae. The chronology of these objects made it possible to limit the final stage of the crypt’s existence to the last quarter of the 1st century AD — the beginning of the 2nd century AD.
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.
How this classification was reachedexpand
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 | 0.025 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 teacher head, 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".