A new Antonine inscription and a new imperial statue-group from the bouleuterion at Ephesos
Bibliographic record
Abstract
This paper presents a new inscription from Ephesos, one not discovered through recent excavation or survey, but rather through archival research in the papers of John Turtle Wood, the first excavator of the site. Wood discovered this inscription and several others during his excavations of the bouleuterion. The stone, a low statue-base inscribed with three short lines of text, is lost. It exists only as a sketch in one of Wood's letters archived in the British Museum. When taken in the context of the other inscriptions from the bouleuterion at Ephesos, this statue-base inscription suggests that an imperial statue-group stood in the building. It also may be added to the corpus of inscriptions concerning P. Vedius Antoninus III, the well-known benefactor of Ephesos. The first part of this paper discusses the discovery of the new inscription in the archive; the second part discusses its significance.
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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 | 0.005 | 0.007 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".