Death-worlds and necropolitics of abjection in Emma Donoghue’s "Counting the Days"
Bibliographic record
Abstract
Reading Emma Donoghue’s short story ‘Counting the Days’ as a text that inscribes the Irish passage in TransCanadian literature,1 this chapter will focus on the cross- border transit from Ireland to Canada depicted in the story as responding to forces operating in the long history of globalization. Mobility forced by financial debt and the risk of starvation in the mid- nineteenth- century Irish context is a form of necropolitics: the bodies crossing the pathogeographic space of the Atlantic face physical and emotional risks, and economic refugees remain perilously marginalized upon arrival in their new society. With recourse to affect theories, this chapter will examine how Donoghue brings to the forefront the necropolitics of both old and current biocapitalism, how abjection produces anger and how this anger materializes in cholera and ultimately in death.
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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 | 0.002 | 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 | 0.010 | 0.033 |
| Scholarly communication | 0.008 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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".