Service and Dependency in Shakespeare's Plays
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
This is an unusual study of the nature of service and other types of dependency and patronage in Shakespeare's drama. By considering the close associations of service with childhood or youth, marriage and friendship, Judith Weil sheds light on social practice and dramatic action. Approached as dynamic explorations of a familiar custom, the plays are shown to demonstrate a surprising consciousness of obligations, and a fascination with how dependants actively change each other. They help us understand why early modern people may have found service both frightening and enabling. Attentive to a range of historical sources, and social and cultural issues, Weil also emphasises the linguistic ambiguities created by service relationships, and their rich potential for interpretation on the stage. The book includes close readings of dramatic sequences in twelve plays, including Hamlet, Macbeth, The Taming of the Shrew and King Lear.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it