An Anthropologist’s Apprenticeship: Diamond Jenness’ Papuan and Arctic Fieldwork
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
Diamond Jenness (1886-1969) was a major figure in Canadian anthropology during the first half of the century. This paper provides some biographical-historical details of his early career, concentrating on major fieldwork in Papua New Guinea in 1912, and in northern Alaska and Canada’s Coronation Gulf region between 1913 and 1916. Relying mainly on Jenness’ unpublished field diaries and personal correspondence, it identifies links between his work in the south Pacific and the Arctic, and examines the source of prominent themes that found expression during his later professional career. Particular attention is given to the three years Jenness served as a member of Stefansson’s Canadian Arctic Expedition, and to his role in accomplishing the Expedition’s anthropological objectives.
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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 | 0.002 | 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) | 0.002 | 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