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
This paper seeks to contribute to this line of research by examining America's first occupation of Haiti from 1915-1934. As with the occupations of Cuba, the Philippines, Puerto Rico, and the Dominican Republic, the U.S. installed a military government in Haiti. American military officials had virtually complete control over the operations of a parallel, client Haitian government. Unlike other occupations, however, this story begins, ends, and is shot-through with educational concerns. It begins with lessons about Haiti taken by the Woodrow Wilson administration shortly before the U.S. invasion in 1915. The consultants they turned to for advice--particularly captains of the American financial industry with large investments in Haiti--significantly colored the way they approached the country's problems and potential. The story ends with Haitian protests over U.S. imposed educational reforms, protests that spread, intensified, and led to the end of the American occupation in 1934.
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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 | 0.000 |
| 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