Bibliographic record
Abstract
During excavations in 2019 in Phanagoria at the Lower City site, two amphorae with red paint dipinto representing a seven-lamp menorah were found in a fire layer dating from around the middle of the 6th century. Representations of seven-armed candelabrum on amphorae and generally on containers were a sign that they contained a kosher food, i.e. suitable for consumption according to Halakha – a corpus of laws guiding activities of a Jew. Thus, the published amphorae attest to the presence of a Jewish community in the city in early Byzantine time and fill a chronological gap in a short list of archaeological and written evidence about the Jewish community of Phanagoria, moreover, the fact that the vessels were found at a fairly close distance from each other in a narrowly dated gated complex may indicate the presence of a Jewish quarter there. The finds are of particular importance due to the fact that the number of amphorae and other vessels with dipinti representing a menorah known to date is rather insignificant. Their findings are known only from excavations in several centres of the Northern Pontic and Palestine.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".