Bibliographic record
Abstract
Jane Austen wrote three volumes of juvenilia, entitled Volume the First, Volume the Second, and Volume the Third. Most scholars agree that they were written between the ages of eleven and eighteen (1787-1783). These stories are hilarious and outrageous, particularly considering the understated decorum of her later novels. It is true, as Margaret Anne Doody claims, that these youthful writings “point in directions in which their author was later not permitted to go” (Doody, 103). Yet in many ways, these teenage writings nonetheless proleptically define her taste and mission in her mature works. This essay focuses on one aspect of her style in these teenage writings, as well as its afterlife in her later writings. In considering her use of anticlimax, this essay also suggests the ways in which this particular stylistic device or figure of speech shapes Austen's greater mission and strategy as a novelist, suggesting continuity rather than discontinuity between the teenage writer and the mature author. In fact, the use of anticlimax is directly related to the critical disputes over Austen’s endings and whether or not she is impatient with conclusions in general.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.007 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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; 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".