Explorer without a country: the question of Vilhjalmur Stefansson's citizenship
Bibliographic record
Abstract
ABSTRACT Confusion has long existed on the subject of Vilhjalmur Stefansson's citizenship. A Canadian (that is, a British subject) by birth, Stefansson was brought up and educated in the United States. When his father became an American citizen in 1887, according to the laws of the time Stefansson too became an American. Dual citizenship was not then permitted by either the British or the American laws. Therefore, Stefansson was no longer a British subject. After he took command of the government sponsored Canadian Arctic Expedition in 1913, Stefansson was careful to give the impression that his status had never changed. Although Stefansson swore an oath of allegiance to King George V in May 1913, he did not take the other steps that would have been required to restore him to being Canadian. But, by an American act passed in 1907, this oath meant the loss of Stefansson's American citizenship. In the 1930s American officials informed Stefansson that he must apply for naturalisation in order to regain it. From 1913 until he received his American citizenship papers in 1937, Stefansson was a man without a country.
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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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.029 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.006 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".