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 paper explores modernist marriage in interwar Britain through an examination of the experience and the writings of the feminist activist Dora Black Russell (1894-1986). Dora Black’s marriage in 1921 to the philosopher Bertrand Russell is well known. She took Russell’s name; she and Russell had two children together, and she is often remembered as “Bertrand Russell’s second wife.” This marriage ended in a bitter divorce. Dora Russell did marry again. However, her second marriage is usually overlooked in the Dora Russell literature. Its significance is examined in this paper, as is the significance of her other relationships with men, including Griffin Barry, the father of her two younger children. Dora Russell considered herself to be an exemplar of modernism, especially in the areas of sex, marriage, and childrearing. The author examines secondary and primary literature on sex, gender and modernism in relationship to Dora Black Russell herself, and to sex and modernism more generally.
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) | 0.001 | 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