Bibliographic record
Abstract
Abstract This essay introduces the issue of Literature Compass that explores the topic of female suicide and Romantic literature, culture, and criticism. Although little critical work has been published on suicide and Romanticism to date, the subject addresses concerns that several major recent works on Romanticism have studied, such as the body and medicine, psychology, violence, and protest against political and domestic tyranny. Historically, too, the topic of Romanticism and suicide appears tangentially in well‐known scholarship about melancholy, madness, genius, the sublime, and the transcendental. As the articles in this issue make clear, female suicide in the Romantic era emerges as a powerful trope through which a range of discourses – aesthetic, scientific, religious, philosophical, and political – converge to manage the culture's most unknowable, recalcitrant subjects and bodies, women and subalterns chief among these. By exploring the ways in which current and established criticism has touched on issues related to Romanticism and suicide, and in particular female suicide, this introduction argues for the timely relevance of the topic and highlights new directions for further inquiry.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.006 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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".