Bibliographic record
Abstract
In the course of the 1974 excavations at the Zhinvali cemetery (Dusheti region of the GSSR), burial No. 18 yielded an iron ring inset with a Roman carnelian intaglio of the 1st-2nd cc. AD. It bears the inscription ВБКПХС БЛБНБ, which was made in a more recent time when the artifact was already in Iberia. Paleographic data indicates that the Bakur inscription dates to the end of the 2nd - fi rst quarter of the 3d cc. AD. Even though the letters are Greek, the language is not, since in that case the inscription would have read РБКПСПУ БЛБНПУ. The language is hence Alanian, and the artifact is the earliest specimen of Alanian writing that we have. On the one hand the fact gives us a deeper comprehension of the extent to which Hellenic culture and education were present in Iberian society, and on the other hand is another testimony of the important role that ancient Iberia played in the spreading of Classical culture to neighboring territories.
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 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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.019 | 0.008 |
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".