Becoming Documentary: Edward Curtis’s In the Land of the Headhunters and the Politics of Archival Reconstruction
Bibliographic record
Abstract
Abstract: In 1914, Edward Curtis produced In the Land of the Headhunters, a sensationalistic film that, in the mode of salvage ethnography, sought to erase the traces of colonial contact and reconstruct so-called Native authenticity in the image of white fantasies of primitive alterity. Comparing archival footage of Curtis’s original 1914 text with the 1973 reconstruction of this film—the only version currently in widespread circulation—this article argues that the reconstruction engages in a second fantasy of authenticity by attempting to recuperate a highly manipulated melodrama as an ostensibly sober ethnographic document. In so doing, the 1973 version reinscribes the romance underpinning salvage ethnography itself: the fantasy of maintaining detachment and scientific objectivity in the very process of fetishistically recuperating a glimpse of supposedly pure and authentic Native lifeways.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.014 | 0.036 |
| Scholarly communication | 0.016 | 0.007 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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 source (direct Gemma or distilled Codex), 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".