Bibliographic record
Abstract
Speaking of the Southern Women’s writing of the 20th century, Flannery O’Connor would be on the top of the list. After two novels and thirty-two stories, Flannery O’Connor, a Roman Catholic living in the American South, passed away of disease at the age of 39. Since her first novel Wise Blood which was published in 1952, her influence on literature and art has steadily been increasing—she won numerous awards in her not long life. According to McFarland, Thinking is that the realm of the Holy interpenetrates this world and affects it. It is the workings of this mystery that she was most concerned with demonstrating in her fiction. By her own explanation, the grotesquerie of her stories is directly related to her Christian perspective. Wise Blood was surely embedded in her religious views and reflected her unique writing style—the use of violence and bizarre characters, and the theological meaning, later to become its strength. Thus, the author tries to present the notions above in this paper, which is divided into five parts. The first part is an introduction of Flannery O’Connor; the second part is a brief analysis of Flannery O’Connor’s writing style. The third part focuses on the Christian cultural context of the novel, and the next part presents religious views of O’Connor through two characters: Hazel Motes and Enoch Emery. The last part is conclusion.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.016 | 0.023 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".