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
David B. Goldstein argues for a new understanding of Renaissance England from the perspective of communal eating. Rather than focus on traditional models of interiority, choice and consumption, Goldstein demonstrates that eating offered a central paradigm for the ethics of community formation. The book examines how sharing food helps build, demarcate and destroy relationships – between eater and eaten, between self and other, and among different groups. Tracing these eating relations from 1547 to 1680 – through Shakespeare, Milton, religious writers and recipe book authors – Goldstein shows that to think about eating was to engage in complex reflections about the body's role in society. In the process, he radically rethinks the communal importance of the Protestant Eucharist. Combining historicist literary analysis with insights from social science and philosophy, the book's arguments reverberate well beyond the Renaissance. Ultimately, Eating and Ethics in Shakespeare's England forces us to rethink our own relationship to food.
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 | 0.001 | 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