Special section: Digital Shakespeares
Bibliographic record
Abstract
This eighth volume of The Shakespearean International Yearbook presents a special section on 'European Shakespeares', proceeding from the claim that Shakespeare's literary craft was not just native English or British, but was filtered and fashioned through a Renaissance awareness that needs to be recognized as European, and that has had effects and afterlives across the Continent. Guest editors Ton Hoenselaars and Clara Calvo have constructed this section to highlight both how the spread of 'Shakespeare' throughout Europe has brought together the energies of a wide variety of European cultures across several centuries, and how the inclusion of Shakespeare in European culture has been not only a European but also a world affair. The Shakespearean International Yearbook continues to provide an annual survey of important issues and developments in contemporary Shakespeare studies. Contributors to this issue come from the US and the UK, Spain, Switzerland and South Africa, Canada, The Netherlands, India, Portugal, Greece, France, and Hungary. In addition to the section on European Shakespeares, this volume includes essays on the genre of romance, issues of character, and other topics.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.142 | 0.048 |
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".