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 his book Tropicopolitans (1999), the post-colonial critic Srinivas Aravamudan captures the drift of current scholarship on 'the new eighteenth-century' by pointing to xenophobia, colonialism, orientalism, and racism as significant omissions from Linda Colley's influential account of the constitution of national identity in her book, Britons: Forging the NatiOll, 1707-1832 (1992).1 Generally speaking, post-colonial critics such as Aravamudan and Saree Makdisi, author of Romantic Imperialism: Universal Empire and ale Culture o(Modemity (1998), concern themselves with those areas identi fied as absent from Colley's work, areas which reflect a new interest in the cultural effects of colonization and imperialism in the late eighteenth century, as well as their various legacies today.Since the 1980s a large and diverse group of literary critics and historians of romanti cism, increasingly conscious of the intersection of their period of study with Britain's rapidly expanding empire, have begun to explore much more intensively the role of commerce, slavery, racial ideology, and overseas colonization in late eighteenth century literature and culture.So massive was the expansion of British dominion in the Romantic period-by 1820 Britain ruled 200 million people, over a quarter of the world's population-it was difficult for anyone in the late eighteenth century not to be involved in the imperial system, however remotely.For instance, many of the Romantic authors we study today were connected through family, friends, trade, or the profes sions to West Indian slavery.Jane Austen's father was trustee of an Antiguan sugar plantation belonging to a close friend from Oxford days.Matthew Lewis, author of the sensational Gothic novel The Monk (1796) was a slave holder, inheriting two large Jamaican sugar plantations.William Beckford, who wrote the oriental tale, \Tathek (1786), inherited enormous sugar wealth, while Thomas De Quincey's father grew rich as an importer of West Indian linen.Even William and Dorothy Wordsworth benefited indirectly from slavery's proceeds, enjoying a rent-free existence in the mid-1790s at Racedown, a house owned by the wealthy John Pinney, Bristol merchant and sugar plantation owner.Later, in 1801, suffering almost continuous poor health, Samuel Taylor Coleridge suggested to Robert Southey that they emigrate to Pinney's large mansion on St Nevis ('A heavenly climate, a heavenly country', he enthused) and get themselves appointed as 'sinecure negro-drivers' at 100 each a year.He seems to have been only half-joking.
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 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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