Sex, lies and northern explorations: Recent books on Peary, MacMillan, Stefansson, Wilkins and Flaherty. CHRISTOPHER, Robert J., 2005 Robert and Frances Flaherty: A documentary life, 1883-1922, Montreal and Kingston, McGill-Queen’s University Press, 453 pages. JENNESS, Stuart E., 2004 The making of an explorer. George Hubert Wilkins and the Canadian Arctic Expedition 1913-1916, Montreal and Kingston, McGill-Queen’s University Press, 417 pages. MacMILLAN, Donald B., 2008 How Peary reached the Pole. The personal story of his assistant, introduction by Genevieve M. LeMoine, Susan A. Kaplan, and Anne Witty, Montreal and Kingston, McGill-Queen’s University Press, 307 pages. PÁLSSON, Gísli, 2005 Travelling passions. The hidden life of Vilhjalmur Stefansson, translated from the Icelandic by Keneva Kunz, Winnipeg, University of Manitoba Press, 374 pages.
Bibliographic record
Abstract
Sex, lies and northern explorations: Recent books on Peary, MacMillan, Stefansson, Wilkins and Flaherty / CHRISTOPHER, Robert J., 2005 Robert and Frances Flaherty: A documentary life, 1883-1922, Montreal and Kingston, McGill-Queen’s University Press, 453 pages. / JENNESS, Stuart E., 2004 The making of an explorer. George Hubert Wilkins and the Canadian Arctic Expedition 1913-1916, Montreal and Kingston, McGill-Queen’s University Press, 417 pages. / MacMILLAN, Donald B., 2008 How Peary reached the Pole. The personal story of his assistant, introduction by Genevieve M. LeMoine, Susan A. Kaplan, and Anne Witty, Montreal and Kingston, McGill-Queen’s University Press, 307 pages. / PÁLSSON, Gísli, 2005 Travelling passions. The hidden life of Vilhjalmur Stefansson, translated from the Icelandic by Keneva Kunz, Winnipeg, University of Manitoba Press, 374 pages.. Un article de la revue Études/Inuit/Studies (Franz Boas et les Inuit) diffusée par la plateforme Érudit.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.067 | 0.023 |
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".