Nerede Basıldığı Bilinmeyen, Yakın Zamanda Kilikia’daki Nephelis’e Atfedilen Sikkelerden Nadir Bir Örnek Üzerine
Bibliographic record
Abstract
Bu çalışmanın konusu, ön yüzlerinde Herakles başı, gemi pruvası, yıldız bezemeli kalkan ya da Phryg miğferli baş tasvir edilen, arka yüzlerinde ve yakın varyantları olan bir monogram taşıyan sikkelerden, ön yüzünde Phryg miğferli baş yer alan gümüş sikke örneğidir. 18. yüzyılın sonlarından itibaren numismatik literatürü içerisinde ve müzayedelerde karşımıza çıkmasına karşın kesin bir darphane atfı yapılamayan bu sikkeler, yakın zamanlı bir çalışmada Kilikia kentlerinden Nephelis’e atfedilmiştir. Halihazırda yeni örnekleri, özellikle müzayedelerde satışa çıkmasına karşın darp yeri için farklı öneriler getirilmektedir. Burada, Nagidos darbı olabileceği ileri sürülen söz konusu gümüş sikkenin tıpkı diğerleri gibi Nephelis darbı olduğu üzerine bir tartışma sunulmaktadır.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.023 | 0.006 |
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".