<scp>Sandra Spanier</scp> and <scp>Miriam B. Mandel</scp> (eds). <i>The Letters of Ernest Hemingway</i>
Bibliographic record
Abstract
The fifth volume (of a now-projected seventeen) of Hemingway’s letters opens with Sandra Spanier’s reference to one of the volume’s many wonderful plates: Vanity Fair’s 1934 ‘full-page, full-color Ernest Hemingway paper doll, captioned “Ernest Hemingway, America’s own literary cave man; hard-drinking, hard-fighting, hard-loving—all for art’s sake”’ (p. xvii; see also plate 29). The Hemingway paper doll is literally a caveman complete with dead rabbit, club, and leopard-skin toga and is labelled ‘Ernie, the Neanderthal Man’. Subscribers could then cut out various costumes to dress up Ernie: Ernie as Don José, the toreador (a matador suit complete with cape, hat, and dead bull), Ernie as the Lost Generation (seated at a Parisian café surrounded by empty bottles), Ernie as the Unknown Soldier (on crutches limping away from a burning field hospital). It is not a modern revelation to emphasize, if not criticize, the performativity of Hemingway’s personae. In this volume,...
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".