“Every Shrub Seemed Pregnant with Her Charms”: A Woman, Her Wonder, and the Ohio Country in Gilbert Imlay’s The Emigrants
Bibliographic record
Abstract
Gilbert Imlay’s 1793 epistolary novel The Emigrants, which dramatizes several characters’ journey across the Alleghenies to occupy and develop a tract in the Ohio country, features the use of allusions and commonplaces that illuminate this fiction’s provocative campaign to conciliate physiocracy, proto-feminism, and the new philosophy with the expulsion of indigenous people in the region. Imlay uses Pope, Sterne and Thomson to justify and eroticize U.S. expansiveness. The heroine Caroline T—n embodies, especially, the wondering, wonderful vindication of a world-historical land-grab. Comparisons with contemporary stories by Chateaubriand, Blake, Radcliffe, and the Seneca leader known as the Cornplanter highlight ways in which Imlay—partaking of a rhetorical repertoire demonstrably familiar to his peers—mutes history, religion, appropriation, and aggression in favour of erotic appeal, a series of emblematic, excusatory metonymies, and the picturesque language of an early phase of the North American real estate pitch.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.015 | 0.009 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".