Tramps and Hobos: Adventure and Anguish in Mark Twain and Jack London
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
Abstract Hobos and tramps are everywhere in the works of Mark Twain and Jack London. Twain is a gentleman “tramp” in The Innocents Abroad (1872) and in A Tramp Abroad (1880), if not in Roughing It (1872). Certainly Twain's frontier upbringing, his teenage years wandering in the Midwest for apprentice newspaper and printing jobs, and his experiences on the river taught him hard truths, mostly about human character. London, son of the lower-middle working class of Oakland, California, always insisted that his call to writing happened before the Yukon, when as a hobo in 1892 he learned how to tell a tale interesting and tragic enough that it would earn him a handout. His book about his hoboing is The Road (1907), and he wrote related works. He believed his experiences on the Road and in prison for vagrancy revealed a way forward, to portray life in his writing as grimly as it was. London was able to apply his socialism to an imperial government in the observations he made while spending six weeks walking the streets as a member of the homeless and slum-dwellers in the heart of the great city of Empire. He made his first professional photographs for this book, The People of the Abyss (1903). He reveals a different life on a different sort of Road in a city, in many ways a worse road of despair than that of wanderers back home in the American West.
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 | 0.001 |
| Scholarly communication | 0.001 | 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