Bibliographic record
Abstract
Joyce Carol Oates is not only the most prolific of contemporary literary writers but also extraordinarily diverse. For Oates, the composing of fiction is an activity integral to human life and so stretches across all genres. Including the sophisticated thrillers published under her (known) pseudonyms, Rosamond Smith and Lauren Kelly, she is the author of over 50 novels, as well as more than 30 story collections, a dozen volumes of essays, and several collections of poetry and plays. She has also written for young adults and for children, edited numerous anthologies, and been closely involved with the Ontario Review , which ran until the death of her husband, its founder and editor Raymond Smith, in 2008. Oates produced the bulk of this work while also pursuing a career first at the University of Windsor, Ontario, and since 1978 at Princeton. Her literary fiction depicts multiple cross‐sections of American culture from the Depression era of her birth into the twenty‐first century, with forays into nineteenth‐and early‐twentieth‐century culture.
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 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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".