Bibliographic record
Abstract
V. S. Pritchett called her "a genius." Gore Vidal described her as a "beloved novelist of singular brilliance... Of all the Southern writers, she is the most apt to endure..." And Tennessee Williams said, "The only real writer the South ever turned out, was Carson." She was born Lula Carson Smith in Columbus, Georgia. Her dream was to become a concert pianist, though she'd been writing since she was sixteen and the influence of music was evident throughout her work. As a child, she said she'd been "born a man." At twenty, she married Reeves McCullers, a fellow southerner, ex-soldier, and aspiring writer ("He was the best-looking man I had ever seen"). They had a fraught, tumultuous marriage lasting twelve years and ending with his suicide in 1953. Reeves was devoted to her and to her writing, and he envied her talent; she yearned for attention, mostly from women who admired her but rebuffed her sexually. Her first novel--The Heart Is a Lonely Hunter--was published in 1940, when she was twenty-three, and overnight, Carson McCullers became the most widely talked about writer of the time. While McCullers's literary stature continues to endure, her private life has remained enigmatic and largely unexamined. Now, with unprecedented access to the cache of materials that has surfaced in the past decade, Mary Dearborn gives us the first full picture of this brilliant, complex artist who was decades ahead of her time, a writer who understood--and captured--the heart and longing of the outcast. --
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.146 | 0.053 |
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".