Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cantos 72 and 73 were written in Italian in 1944-45. Pound was addressing an Italian audience to encourage the final resistance of the entrenched Fascist regime in Northern Italy against the advancing Allied troops. Pound reverts to the diction and meter of his favorite authors Dante and Guido Cavalcanti. He tells of meeting the ghost of his associate Marinetti, impresario of Futurism, and discussing their long careers. Marinetti gives way to a Medieval character out of Dante’s Divine Comedy, Ezzelino, who angrily denounces Italy’s enemies. In Canto 73, Cavalcanti’s ghost recounts the fabricated episode of a young woman of Rimini who allegedly perpetrated a suicide attack by leading a group of enemy Canadian soldiers into a mined field, and therefore deserves honor among heroes. Cantos 72-73 are among Pound’s most eloquent and perspicuous; his Italian is peculiar but effective; as always, he joins personal allusions (to his acquaintances and career) with history at large.
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.
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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it