A New Honorary Inscription from Korykion Antron (Kilikia Trakheia) and Some Thoughts on a Publication
Bibliographic record
Abstract
This article aims to present a newly discovered honorific inscription found at the Cennet-Cehennem sinkholes (Korykion Antron), located approximately 20 km northeast of the Silifke district in the Mersin province, 2 km northwest of Narlıkuyu and about 5 km southwest of the ancient city of Korykos. The inscription is carved in Greek in 8 lines on a limestone block, broken at the top, right, and left. On the left side of the block are letters from a second inscription, though they do not form a coherent whole. Based on the content, the inscription can be dated to the 1st–2nd century CE. It reveals that the People and the Council honored Athenadora, daughter of Sarapas and wife of Diodotos, son of Theodotos, who served as a priestess with her husband. Another purpose of the article is to share our views on a study published online in 2019 (Durukan 2019).
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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 | 0.005 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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".