Bibliographic record
Abstract
Wilella Sibert Cather was born in Back Creek Valley (Gore), Virginia, in December 7, 1873.She grew up in Virginia and Nebraska. She then attended the University of Nebraska, initially planning to become a physician, but after writing an article for the Nebraska State Journal, she became a regular contributor to this journal. Because of this, she changed her major and graduated with a bachelor\'s degree in English.After graduation in 1894, she worked in Pittsburgh as writer for various publications and as a school teacher for approximately 13 years, thereafter moving to New York City for the remainder of her life.Her novels on frontier life brought her to national recognition. In 1923 she was awarded the Pulitzer Prize for her novel, \'One of Ours\' (1922), set during World War I. She travelled widely and often spent summers in New Brunswick, Canada. In later life, she experienced much negative criticism for her conservative politics and became reclusive, burning some of her letters and personal papers, including her last manuscript.She was elected a Fellow of the American Academy of Arts and Sciences in 1943. In 1944, Cather received the gold medal for fiction from the National Institute of Arts and Letters, an award given once a decade for an author\'s total accomplishments.She died of a cerebral haemorrhage at the age of 73 in New York City.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.013 |
| Insufficient payload (model declined to judge) | 0.039 | 0.025 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".