Bibliographic record
Abstract
NICK CULLATHER, THE HUNGRY WORLD: AMERICA’S COLD WAR BATTLE AGAINST POVERTY IN ASIA (2010) Cambridge, MA: Harvard University Press, 326 pp., ISBN: 978-0674050785 (hbk), £27.95 EZRAPOUND: THE CONTEMPORARY REVIEWS, BETSY ERKKILA (ED.). (2011) Cambridge: Cambridge University Press, 480 pp., 978-0521401395 (hbk), £74.00 EZRA POUND, ENDS AND BEGINNINGS, JOHN GERY AND WILLIAM PRATT (EDS) (2011) New York: AMS Press, 250pp., 978-0404655303 (pbk), £81.95 THE KNIGHT AND THE TROUBADOUR: DAG HAMMARSKJÖLD AND EZRA POUND, MARIE-NOËLLE LITTLE (ED.) (2011) Uppsala: Dag Hammarskjöld Foundation, 182pp., 978-91-85214-60-0 (pbk/PDF), Available as a free PDF at http://www.dhf.uu.se/publications/other-publications/the-knight-and-the-troubadour-%E2%80%93-dag-hammarskjold-and-ezra-pound/ EZRA POUND, ALEC MARSH (2011) London: Reaktion Books, 224 pp., 978-1861898623 (pbk), £10.95 EZRAPOUND IN CONTEXT, IRA NADEL (ED.) (2010) Cambridge: Cambridge University Press, 530pp., 978-0521515078 (hbk), £ 68 DRAFTS & FRAGMENTS FACSIMILE NOTEBOOKS, EZRA POUND (2011) New York: Glenn Horowitz, No ISBN (Boxed), $350.00 LE TESTAMENT: 1923 FACSIMILE EDITION, EZRA POUND GEORGE ANTHEIL (ED.) (2011) Emeryville: Second Evening Art Publishing, 270pp., 978-0-9728859- 8-0 (pbk), $220 SELECTED POEMS AND TRANSLATIONS, EZRA POUND (2010) London: Faber & Faber, 256pp., 978-0571239009 (pbk), £16.99O ONE MUST NOT GO ALTOGETHER WITH THE TIDE: THE LETTERS OF EZRA POUND AND STANLEY NOTT, EZRA POUND AND STANLEY NOTT MIRANDA B. HICKMAN (ED.) (2011) Montreal and Kingston: McGill-Queen’s University Press, 432pp., 978-0773538160 (hbk), £40 EZRA POUND TO HIS PARENTS: LETTERS 1895–1929, EZRA POUND MARY DE RACH EWILTZ, A. DAVID MOODY AND JOANNA MOODY (EDS) (2010) Oxford: Oxford University Press, 776pp., 978-0199584390 (hbk), £39 W.B. YEATS, EZRA POUND AND THE POETRY OF PARADISE, SEAN PRYOR (2011) Farnham: Ashgate Press, 250 pp., 978-1409406600 (hbk), £55 I POETI DI SALA CAPIZUCCHI: THE POETS OF THE SALA CAPIZUCCHI, CATERINA RICCIARDI, JOHN GERY AND MASSIMO BACIGALUPO (EDS) (2011) New Orleans and Rimini: University of New Orleans Press/Raffaelli Editore, 192pp., 9781608010684 (pbk), 12.45
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.342 | 0.362 |
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".