Faulkner, aviation, and modern war
Bibliographic record
Abstract
"Faulkner, Aviation, and Modern War frames William Faulkner’s airplane narratives against major scenes of the early 20th century: the Great War, the rise of European fascism in the 1920s and 30s, the Second World War, and the aviation arms race extending from the Wright Flyer in 1903 into the Cold War era. Placing biographical accounts of Faulkner’s time in the Royal Air Force Canada against analysis of such works as Soldiers’ Pay (1926), "All the Dead Pilots" (1931), Pylon (1935), and A Fable (1954), this book situates Faulkner’s aviation writing within transatlantic historical contexts that have not been sufficiently appreciated in Faulkner’s work. Michael Zeitlin unpacks a broad selection of Faulkner’s novels, stories, film treatments, essays, book reviews, and letters to outline Faulkner’s complex and ambivalent relationship to the ideologies of masculine performance and martial heroism in an age dominated by industrialism and military technology."
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.114 | 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".