Bibliographic record
Abstract
A Handful of Mischief: New Essays on Evelyn Waugh is a collection of essays based on presentations at the Evelyn Waugh Centenary Conference at Hertford College, Oxford, in 2003. There are twelve different essays by authors from various countries, including Australia, Canada, Russia, the United Kingdom, and the United States. The essays cover a wide range of material, from Waugh's early novel Black Mischief (1932) to his last travel book, A Tourist in Africa (1960). In addition to essays on well-known novels such as Scoop (1938), Brideshead Revisited (1945), and Helena (1950), the collection includes papers on Waugh's library, his changing conception of Oxford, his writing about religious conversion, and his role in the British evacuation of Crete in 1941. The authors approach Waugh and his work in various ways, and innovative essays explore sovereignty, post-colonialism, and adaptation for radio. Contributors: Baron Alder, Peter G. Christensen, Robert Murray Davis, Marcel DeCoste, Patrick Denman Flanery, Donat Gallagher, Irina Kabanova, Dan S. Kostopulos, Lewis MacLeod, John W. Mahon, Richard W. Oram, Ann Pasternak Slater, John Howard Wilson.
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 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 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.007 | 0.008 |
| Scholarly communication | 0.007 | 0.008 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.013 | 0.003 |
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".