A Whaling Cruise to Baffin's Bay and the Gulf of Boothia, and an Account of the Rescue of the Crew of the Polaris
Bibliographic record
Abstract
First published in 1874, this illustrated work by Albert Hastings Markham (1841–1918) recounts his experiences aboard the Dundee steam whaler Arctic. Markham also gives an account of the rescue of the crew of the American vessel Polaris, crushed by ice in 1872 during its attempt to reach the North Pole. The work is enhanced by details of meetings with Inuit, encounters with polar wildlife, oceanographic observations, and meteorological events. Appropriately, fellow naval officer and explorer Sherard Osborn (1822–75) wrote the introduction: he had a long interest in Arctic exploration, advocated the benefits of using steam ships in icy waters, and encouraged Markham to embark on the whaling cruise. The appendices include a 'list of birds shot', as well as data on botanical and geological specimens. Also reissued in this series are Markham's The Great Frozen Sea (1878), Northward Ho! (1879) and A Polar Reconnaissance (1881).
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.041 | 0.010 |
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".