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
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.009 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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".