Bibliographic record
Abstract
Abstract This chapter offers a lengthy reading of Bowen's wartime novel, The Heat of the Day, considering it in tandem with various of its contexts, notably Bowen's wartime reports from neutral Ireland to Churchill's government — which some considered a form of espionage — and the diaries of her wartime love, Charles Ritchie, a high-ranking Canadian diplomat. These contexts establish a frame for interpreting the novel's notoriously slippery preoccupations with personal and political treachery, fascism, Ireland, stories themselves, parallelism of various kinds, names and confused identities, espionage, and Irish neutrality. In relation to all of these, the novel's predominant mood is one of anxiety and guilt. The chapter attempts to chart the inscription within the novel, in various modes of concealment, of Bowen's own wartime activities. In addition, extensive treatment is given to forms of theatricality in the novel and to Bowen's sense of what a postwar Ireland might become.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.018 | 0.022 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 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".