Crossing Iowa for Freedom: The Underground Railroad, Free State Settlers, and John Brown
Bibliographic record
Abstract
onas Jones was busy making bricks on a Sep tember day in 1854 when he stopped to write a friend: "You have doubtless been informed by Br.Todd of the escape of five 'human chattels' from their master on the 4th of July.We expect they are safe now."Jones was referring to the first incident in which the residents of Tabor, Iowa, assisted fugitive slaves.In early July, a Mormon family traveling from Mississip pi to Salt Lake City had stopped to camp overnight at Tabor, in extreme southwestern Iowa.Jesse West's ho tel was under construction, and two of the Mormons' slaves talked with the builders as they retrieved water from West's well.The carpenters learned that five of the six slaves desired their freedom.Within a few davs J and with the help of Tabor residents, the runaways had crossed the Nishnabotna River and reached the home of Congregationalist minister and abolitionist George B. Hitchcock in Lewis, from where they quickly moved across Iowa to Illinois, entering Canada at Detroit.In the years ahead, Jonas Jones would welcome the staunch abolitionist John Brown into his home.
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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 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| 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 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".