Bibliographic record
Abstract
“The most American thing that ever lived,” said Dorothy Shakespear Pound about her husband. Pound cherished his citizenship as an immutable fact, even when accused of treason. Among Americans he greatly admired, Henry James and T. S. Eliot became British subjects, and James Abbott McNeill Whistler disavowed his birthplace of Lowell, Massachusetts, claiming instead St. Petersburg, Russia. But Pound never considered denying his nationality in any way. And his native land was always in his thoughts all of his long life. He wrote to William Carlos Williams in January 1935: “A man's physical presence is infinitely less than his imaginative presence…I am much more present in Rutherford at this moment than in Chiavari or in the next valley” ( EP/WCW , 157). In his quaint sliver of an autobiography, “ Indiscretions ; or , Une Revue de Deux Mondes ” (1923), Pound boasts and apologizes in the same sentence: “It's one thing to feel that one could write the whole social history of the United States from one's family annals, and vastly another to embark on any such Balzacian and voluminous endeavor” (IND, 6). Pound's American roots and character, and his virtues and flaws, achievements and failures, as well as those of his country, require a canvas as large and grand as the continent itself, but here are some fragments on a miniature scale. Figuratively speaking, the tense interplay between the poet and American institutions can be dubbed bipolar, that is, highly emotional and sometimes irrationally manic or depressive behavior on both sides. At times the poet was a complete Yankee Doodle Dandy, in the best sense, though the feather in his hat was not macaroni but macaronic (a mixture of languages). In 1912 he stated his belief in the inevitability of “our American Risorgimento,” which “will make the Italian Renaissance look like a tempest in a teapot” ( SL , 10) and he worked selflessly toward that goal as long as possible. At the other extreme, he said of Mauberley, “he had been born / In a half savage country, out of date” ( P , 1990, 185).
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.070 | 0.018 |
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".