Bibliographic record
Abstract
By examining a constellation of writings originating in the years 1822 to 1824, this chapter brings together various forms of mobility and speculation. Galt's Sir Andrew Wylie, of that Ilk depicts an enterprising protagonist's move from rural Scotland to London and back again, once he has undergone a performative process of identity construction in a series of socio–economic fields. Published first in periodicals and then collected into volumes entitled Our Village, Mitford's prose sketches about life in rural Berkshire document changes caused by speculation on property and new modes of transportation that increase both voluntary and involuntary mobility. Saint Ronan's Well, Scott's only novel set in the nineteenth century, presents the related but contrasting scenario of a Scottish village disrupted by the speculative development of a fashionable spa; it interweaves themes of gambling and identity theft with a critique of contemporary print culture and reading habits. Recurring motifs in these works show how authors and characters respond to changes in socio-economic relations as increased mobility affects their capacity to control literary, personal, and real property.
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How this classification was reachedexpand
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".