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
Free Boy is the story of a 13-year-old slave who escaped from Washington Territory to freedom in Canada on the West's underground railroad. When James Tilton came to Washington Territory as surveyor-general in the 1850s he brought with his household young Charles Mitchell, a slave he had likely received as a wedding gift from a Maryland cousin. The story of Charlie's escape in 1860 on a steamer bound for Victoria and the help he received from free blacks reveals how national issues on the eve of the Civil War were also being played out in the West. Written with young adults in mind, the authors provide the historical context to understand the lives of both Mitchell and Tilton and the time in which the events took place. The biography explores issues of race, slavery, treason, and secession in Washington Territory, making it both a valuable resource for teachers and a fascinating story for readers of all ages. A V Ethel Willis White Book
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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