Cornelia Sorabji (1866–1954): a pioneer woman lawyer in Britain and India
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
Cornelia Sorabji, born into a Parsee Christian family in Pune, was the first woman to write the BCL examinations at Oxford University in 1892. She had some initial success as a woman lawyer after she returned to India in 1893, including becoming the first woman lawyer in the British Empire to defend an accused charged with murder in 1896. In 1904, she was appointed Lady Assistant to the Court of Wards and provided advice to women Purdahnashin in northern India for nearly two decades. Yet, her ardent support for ‘British India’ eventually resulted in her opposition to Gandhi’s independence movement and, as Vera Brittain concluded, she chose ‘a wrong direction’ at a critical moment in history. Her story reveals both opportunities and constraints for women in India in the late-nineteenth and early-twentieth centuries, as well as the shifting colonial relationships in British India in the context of the Independence movement of the 1930s and 40s.
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 | 0.002 | 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) | 0.007 | 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