Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Eubanks Winkler and Schoch reveal how – and why – the first generation to stage Shakespeare after Shakespeare’s lifetime changed absolutely everything. Founder of the Duke’s Company, Sir William Davenant influenced how Shakespeare was performed in a profound and lasting way. This open access book provides the first performance-based account of Restoration Shakespeare, exploring the precursors to Davenant’s approach to Restoration Shakespeare, the cultural context of Restoration theatre, the theatre spaces in which the Duke’s Company performed, Davenant’s adaptations of Shakespeare’s plays, acting styles, and the lasting legacy of Davenant’s approach to staging Shakespeare. The eBook editions of this work are available open access under a CC BY-NC-ND 4.0 licence on bloomsburycollections.com. Open access was funded by Queens University Belfast.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.999 | 0.952 |
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 it