International Poetry of the First World War
Bibliographic record
Abstract
<JATS1:p>Ranging far beyond the traditional canon, this new anthology casts a vivid new light on poetic responses to World War I. Bringing together poems by soldiers and non-combatants, patriots and dissenters, and from all sides of the conflict across the world, International Poetry of the First World War reveals the crucial public role that poetry played in shaping responses to and the legacies of the conflict.</JATS1:p> <JATS1:p>Life on the Front</JATS1:p> <JATS1:p>Psychological trauma</JATS1:p> <JATS1:p>Noncombatants and the Home Front</JATS1:p> <JATS1:p>Rationalising the War</JATS1:p> <JATS1:p>Remembering the dead</JATS1:p> <JATS1:p>Peace and the aftermath of the War</JATS1:p> <JATS1:p>With contextual notes throughout, the book includes poems from: America, Australia, Austria-Hungary, Belgium, Canada, France, Germany, India, Ireland, Italy, New Zealand, South Africa and Russia.</JATS1:p>
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".