Bibliographic record
Abstract
In Mansfield Park , Jane Austen allegorizes her understanding of the novel of manners as a form of cerebral theatre that stages philosophical dialogues, centrally the quarrel between the ancients and the moderns. Is nature a tabula rasa, at best unintelligibly moral, or is it informed by an indwelling telos, an intelligibility? Modernity divorces ethics from aesthetics, virtue from pleasure, the pulpit from the theatre, because we have forgotten nature’s inherent telos, intelligibility, or mind. Fanny Price’s soliloquizing, like Shaftesbury’s, actualizes not a static ideal form that invites aesthetic contemplation but an empirical praxis which attempts, like her rehearsals with the mindless Mr Rushworth, to restore the mind, the brain, the memory that our modern understandings of nature have denied. Austen’s philosophic dialogue ideally bridges ancient and modern and transforms private, self-educating acts of solitary reading pleasure into acts of public conversation that can be profoundly improving of public manners and mores.
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 | 0.000 | 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 teacher head, 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".