‘Writing is expensive, and it takes a long time’: publishing as picaresque in Emma Healey’s <i>Best Young Woman Job Book</i>
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 article discusses Emma Healey’s 2022 Best Young Woman Job Book as an instance of a contemporary publishing picaresque: stories that track creative work in today’s conditions of acute scarcity and struggle, and that connect conditions for writers to a more generalised experience of economic struggle both in and beyond the creative industries. Healey deploys the picaresque as a politicised aesthetic, while ironising the figure of the struggling writer, and the structure of the bildungsroman, as forms engendering commitment to one’s own exploitation and unravelling. Her work partakes of and advances a broader antiwork wariness about the forms of complicity, compromise, self-silencing, and coercion required to get ahead given worsening conditions of literary work in its late age of destitution and disinvestment.
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 | 0.001 | 0.001 |
| 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 | 0.007 | 0.009 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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