Late Homesteading: Native Land Dispossession through Strategic Occupation
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
U.S. homesteading has been linked to establishing federal sovereignty over western lands threatened by the Confederacy, foreign powers, and the Indian Wars in the last half of the nineteenth century. However, the bulk of homesteading actually took place in the early twentieth century, long after these threats to federal ownership ceased. We argue that this “late homesteading” was also an effort to enforce federal rights, but in response to a different threat—a legal one. Questionable federal land policies in the late nineteenth century dispossessed massive amounts of Indigenous lands, and exposed the federal government to legal, rather than violent, conflict. Late homesteading was used to make the dispossession permanent, even in cases where a legal defeat eventually occurred. Examining the qualitative evidence, and using data on the universe of individual homesteads and federal land cessions across the 16 western states, we find evidence consistent with this hypothesis.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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