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 A Specimen of a History of Oxfordshire, the Reverend Thomas Warton reflected on the significance of the Roman pavement at Stonesfield (Oxfordshire) and explored the two main themes which structure chapters three and four: he writes of Roman settlers who migrated with their families to Britain but suggests that wealthy and well-connected Britons might have built villas like the example uncovered at Stonesfield. From the late seventeenth century to the beginning of the twentieth, the debate about the nature of society in Roman Britain drew upon these contrasting images to explain the character of the Roman occupation of southern Britain. Certain writings of the late sixteenth and early seventeenth centuries had developed the idea of the passing on of civility from the Romans to the British, which could be used as a source of patriotic reflection. There was less confidence in this idea during the eighteenth century, when influential works on the Walls and the northern stations promoted a primarily military interpretation of Roman sites in the south. In the introduction to his volume of 1793, Roy presented a thoughtful assessment of contemporary understanding of Roman Britain and emphasized its military nature. Following earlier examples, he divided the monuments of the Roman empire into two types: the public buildings—the temples, amphitheatres, and baths well known to British gentlemen from their visits to Italy—and the military sites. Roy emphasized that, with regard to military remains of Britain ‘perhaps no quarter of their vast empire, not even Italy itself, furnishes so great a variety; and many of them exceedingly perfect’. By contrast, in reflecting on public buildings, he states that ‘Britain affords very few vestiges of any consequence’. Indeed, it is true that, by the late eighteenth century, there was very little published evidence for public buildings to compare with the extensive evidence for the military sites of southern Scotland and northern England. Roy argued, ‘neither is it probable that the Romans ever executed many of those costly edifices in this island’. At the time Roy was writing (c.1773), little excavated evidence had been found for public buildings or ornate architecture anywhere in Britain.
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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