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
IN the devastating closing stanza of ‘The Cast-Away’, which compares the poet’s spiritual despair with the plight of a drowning mariner (and to the mariner’s advantage), ‘No voice divine the storm allay’d, | No light propitious shone’. Attention to the poem’s intertextual dimension has focused on Richard Walter’s account of a seaman helplessly ‘canted over-board’ in A Voyage Round the World…by George Anson, Esq. (1748), which Cowper may have read decades earlier.1 For the lines quoted above from the poem’s conclusion, which makes explicit the application to Cowper’s own predicament, more than one commentator has noted an allusion to the stilling of the storm narrated in Matthew 8:23–6, and/or to related biblical texts (Mark 4:39; Psalms 117:29).2 Yet Cowper’s is a storm that nothing stills, and he emphasizes the point with a further allusion, this time to William Falconer’s immensely popular, though now largely forgotten, narrative poem The Shipwreck (1762). As Janet Sorensen has recently observed of The Shipwreck’s international currency well into the nineteenth century, Falconer’s poem ‘went through over 100 editions … and was anthologized alongside poetry of Milton and Pope in collections of “great English poets” ’. It draws on the author’s personal experience of surviving a maritime disaster in which most of his crewmates drowned, and mixes sublime diction with sentimental techniques ‘To wake to sympathy the feeling heart’.3
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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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