Saviors and Scientists: North American Protestant Missionaries and the Development of Anthropology
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
Few historians of anthropology and missionary work examine the relationship of Protestant missionaries with nineteenth-century anthropologists and its effect on anthropological portrayals of Indians. This paper poses the question: Does it make a difference that early anthropologists in Canada and the United States also worked as Protestant missionaries or relied on Protestant missionaries for data? Answering yes, it shows how declining support for Indian missions led missionaries to peddle their knowledge of Indians to scholarly institutions. These institutions welcomed missionaries as professionals because of their knowledge, dedication, and time in the field. Such relationships helped create a transnational image of the Indian in late nineteenth-century North American anthropology.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.013 |
| 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