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
Despite his protests, Anne Gilchrist, distinguished woman of letters, moved her entire household from London to Philadelphia in an effort to marry him. John Addington Symonds, historian and theorist of sexual inversion, sent him avid fan mail for twenty years. And volunteer assistant Horace Traubel kept a record of their daily conversations, producing a nine-volume compilation. Who could inspire so much devotion? Worshipping Walt is the first book on the Whitman disciples--the fascinating, eclectic group of nineteenth-century men and women who regarded Walt Whitman not simply as a poet but as a religious prophet. Long before Whitman was established in the canon of American poetry, feminists, socialists, spiritual seekers, and supporters of same-sex passion saw him as an enlightened figure who fulfilled their religious, political, and erotic yearnings. To his disciples Whitman was variously an ideal husband, radical lover, socialist icon, or bohemian saint. In this transatlantic group biography, Michael Robertson explores the highly charged connections between Whitman and his followers, including Canadian psychiatrist R. M. Bucke, American nature writer John Burroughs, British activist Edward Carpenter, and the notorious Oscar Wilde. Despite their particular needs, they all viewed Whitman as the author of a new poetic scripture and prophet of a modern liberal spirituality. Worshipping Walt presents a colorful portrait of an era of intense religious, political, and sexual passions, shedding new light on why Whitman's work continues to appeal to so many.
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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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