DNA identification of a sailor from the 1845 Franklin northwest passage expedition
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
Abstract The 1845 British polar expedition in search of a northwest passage through the Canadian Arctic under the command of Sir John Franklin resulted in the greatest loss of life event in the history of polar exploration. The names of the 129 officers and crew who sailed and died on the catastrophic voyage are known, but the identification of their skeletons found scattered along the route of their attempted escape is problematic. Here, we report DNA analyses from skeletal remains from King William Island, where the majority of the expedition fatalities occurred, and from a paternal descendant of a member of the expedition. A match was found between an archaeological sample and a presumed descendant sample using Y-chromosome haplotyping. We conclude that DNA and genealogical evidence confirm the identity of the remains as those of Warrant Officer John Gregory, Engineer, HMS Erebus. This is the first member of the 1845 Franklin expedition whose identity has been confirmed through DNA and genealogical analyses.
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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 | 0.000 | 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) | 0.000 | 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