Enchanted Archive: Influence, Dissemination, and Media Transformation in Shelley’s “Ode to the West Wind”
Bibliographic record
Abstract
In “Ode to the West Wind” Percy Shelley represents the instability of the archive and the tenuousness of literary transmission through allusions, via Dante’sDivine Comedyand Virgil’sAeneid, to a formative period in the history of the book: the period from roughly the first century BCE to the fourth century CE when the classicalvolumenor scroll was giving way to thecodexof cut and sewn pages or “leaves.” By registering the poet’s own anxieties over the survival of his poetry and the perils of fragmentary dissemination through the image of “leaves dead” by which his two great precursors imagined the afterlives of departed souls, Shelley’s prophetic ode speaks to our own anxieties over the possibility of archival displacement and dispersion in a digital age while reaching back two millennia to the re-establishment of state religion, transformations in writing practices, and the founding myth of the Cumaen Sybil in Augustan Rome.
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.
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 | 0.004 | 0.020 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.014 | 0.020 |
| Scholarly communication | 0.023 | 0.011 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".