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
Anna Jameson (1794–1860) was an inspirational figure to a generation of young women writers and artists including Barbara Bodichon and Bessie Rayner Parkes. Her work was reviewed by leading figures such as Mary Shelley and Charles Kingsley, and even Carlyle, though less complimentary, referred to her as the 'celebrated Mrs Jamieson'. This book, first published in 1838, secured her growing reputation as a writer of history, literary criticism and travel literature, and has been popular ever since. Inspired by a journey made to support the career of her estranged husband, one of its key themes is the condition of women, which recurs regularly in Jameson's writing. Volume 2 describes the arrival of summer, and Jameson's experiences of landscapes, towns and people from Niagara to Detroit. It includes reflections on Schiller, emigration, and the Canadian infrastructure. For more information on this author, see http://orlando.cambridge.org/public/svPeople?person_id=jamean
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) | 0.000 | 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