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 anonymous “The Charter and the Land” (1847), a story about the Chartist Land Co-operative Society, William Wright's drunkard's path is remarkably short and his subsequent journey to teetotalism is astonishingly easy. Displaced in urban London and without sustainable work, Wright slowly and somewhat predictably takes to the bottle. The lack of detail the author gives regarding Wright's waywardness suggests that the narrative was common enough to be truncated. Unemployment, poverty, and forced idleness receive a good deal more attention than the ensuing moral downfall. Still, Wright's wife grows increasingly worried as the small amount of money she brings home is cruelly taken from her and spent by her husband in the alehouse, and not on food for the children. After witnessing familial conflicts over spending, readers familiar with the drunkard trope might expect spousal abuse, crime, and death. But one day, out of the blue, Wright says he has for weeks given up drink, instead using the family money to purchase lottery tickets for a stake in the Land Co-operative Society, what was to become the National Land Company in 1846. Feargus O'Connor founded the Company in 1845 in part to allow urban working classes to return to a more rural and stable way of life and in part to create working-class landowners who could subsequently qualify for the franchise. Wright wins a few acres of land outside of London and though the work promises to be challenging, he is happy to have it. The Wright family settles happily in their new home and has nothing but the possibility of more unmitigated happiness to celebrate. Pleasing his wife to no end, Wright promises total abstinence and the story comes to an abrupt conclusion.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it