Bibliographic record
Abstract
The papers in this volume re-assess the role of coined money in the ancient Greek world. Using new approaches, the book makes the results of numismatic as well as historical research accessible to students and scholars of ancient history. The chapters provide a wide-ranging account of the political, social, and economic contexts within which coined money was used. In Part One the book focuses on the theme of monetization and the politics of coinage, while Part Two provides a series of case studies relating to the production and use of coined money in different areas of the Greek-speaking world, including Asia Minor, Egypt, and Rhodes as well as Greece itself. The individual chapters cover a broad chronological range from Archaic Greece to Roman Egypt. The book as a whole offers fresh insights into an important aspect of the ancient Greek economy. Contributors to this volume - Richard Ashton: co-editor of Numismatic Chronicle John Davies: Professor of Ancient History and Classical Archaeology, and Leverhulme Research Professor, University of Liverpool Henry Kim: University Lecturer in Greek Numismatics, University of Oxford Andy Meadows: Curator of Greek Coins, British Museum, Oxford Graham Oliver: Lecturer in Ancient History, University of Liverpool Sitta von Reden: Lecturer in Classics and Ancient History, University of Bristol Jane Rowlandson: Lecturer in Classics and Ancient History, King's College London Kirsty Shipton: Lecturer in Ancient History, University of Leicester Jeremy Trevett: Assistant Professor, Department of History, York University, Ontario
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.004 | 0.013 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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".