"Changing faces" : the short story and the crisis of selfhood
Bibliographic record
Abstract
As a relatively "new" genre, the short story has received little attention compared to other forms like the novel. Some attempts to define the genre approach it comparatively and systematically---an effort to distinguish the short story from other forms, or to distinguish between different kinds of short fiction. This essay instead proposes a "cluster" of elements that tend to characterize the short story, as derived from the romantic, impressionist, realist, modern, and postmodern traditions. Edgar Allan Poe's notion of "unity of effect" provides a critical standpoint to discuss these features. Poe's concept of unity also partakes in the essay's discussion of the self and the text. Questions of the self are often present in the short story, and the fragmentation of identity often parallels the short story's formal and stylistic fragmentation. The stories in this collection present characters in varying states of crisis, as they negotiate the boundaries of the self, or otherwise question what the "self" means.
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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 | 0.000 | 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 | 0.007 | 0.010 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".