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
Pioneers in life writing, Mary Wollstonecraft, author of A Vindication of the Rights of Woman (1792), and Mary Shelley, author of Frankenstein (1818 ), are now widely regarded as two of the leading writers of the Romantic period. They are both responsible for opening up new possibilities for women in genres traditionally dominated by men. This volume brings together essays on Wollstonecraft’s and Shelley’s life writing by some of the most prominent scholars in Canada, Australia, and the United States. It also includes a full-length play by award-winning Canadian playwright Rose Scollard. Together, the essays and the play explore the connections between mother and daughter, between writing and life, and between criticism and creation. They offer a new understanding of two important writers, of a literary period, and of emergent modes of life writing. Essayists include Judith Barbour, Betty T. Bennett, Anne K. Mellor, Charles E. Robinson, Eleanor Ty, and Lisa Vargo. Among the works discussed are Wollstonecraft’s Vindication , Letters from Norway , and Maria ; or, The Wrongs of Woman ; William Godwin’s Memoirs of Wollstonecraft ; and Shelley’s Frankenstein , The Last Man , Ladore , and Rambles in Germany and Italy .
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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.124 | 0.007 |
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