Amphores grecques timbrées découvertes à Suse (SO-Iran)
Bibliographic record
Abstract
During his excavations, now more than fifty years ago, Roman Ghirshman has found in the area of the so called necropolis of the 'Ville des Artisans' at Susa, a few complete and fragmentary amphorae with stamped handles, most of them Rhodian. Another Rhodian stamp was uncovered during his excavations at the Apadana. They are to be situated in the last quarter of the 3(rd)/first quarter of the 2(nd) century BC and can now be added to the known corpus of amphorae stamps found in numerous parts in the Near East. A complete amphora is likely to bear two unique types of stamps, one of them mentioning almost certainly the eponym Pi O lambda upsilon kappa rho alpha tau eta zeta and turns out to be an important addition to the general corpus of (early) Rhodian stamps. Because of the recent developments in the study of the chronology of Rhodian stamps (the "chronologie basse" of Gerald Finkielsztejn), two more examples from Susa found by Roland de Mecquenem and previously published by Franz Cumont are equally reconsidered. However, all together they seem to be among the rare stamped amphorae that have been found so far in Iran.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.021 | 0.005 |
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".