A Short Narrative of the Second Voyage of the Prince Albert, in Search of Sir John Franklin
Bibliographic record
Abstract
William Kennedy (1814–1890) was an explorer and fur trader. In 1851 he was recommended to Lady Franklin as the commander of her second sponsored expedition in search of her husband, Arctic explorer Sir John Franklin (1786–1847), who had not returned from his 1845 expedition to chart the remaining unexplored section of the Arctic and the Northwest Passage. This volume, first published in 1853, contains Kennedy's account of his 1851 Arctic expedition to rescue Sir John Franklin. Written in the form of a diary, Kennedy describes in detail the hazardous conditions of the Arctic. The crew's experiences including snow blindness, frostbite, scurvy and explorations of land on foot accompanied by Husky dogs are described in detail. Kennedy's use of Inuit survival methods and the type of provisions which were used are also described, providing valuable insights into early nineteenth century methods of Arctic exploration.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.043 | 0.015 |
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".