The Ships of the Northwest Passages - Six Centuries of Technical & Operational Development
Bibliographic record
Abstract
Abstract While there were certainly marine activities in the approaches to the NW Passages in the pre-Colombian ages, the true search for a passage from the Atlantic to the Pacific, north around Canada was stimulated by the Treat of Tordesillas in 1494, two years after Columbus first "discovered" the Americas. In this treaty, Pope Alexander VI, divided the world beyond Europe between Spain and Portugal, effectively cutting off northern European access to China and the Spice Islands. Almost immediately the King of England funded exploration of alternative routes and in 1497-98, John Cabot made voyages of discovery to the East Coast of N. America and Greenland. He is credited with the discovery of Newfoundland on one of these voyages. Cabot was followed by a long line of others who explored for the NW passage and who have left their names in the geography of the north. Frobisher, Davis, Hudson, Baffin, Franklin, M’Clintock, and M’Clure all attempted to find a sea route from the Atlantic to the Pacific. Further, Drake and Cook centuries apart attempted to find the Pacific end of the Passage without success. The passage was not successfully transited until Amundsen did so over a three-year period completing his transit in 1906, in his ship GJOA, but Larsen in the RCM schooner ST. ROCH made the first true non-stop voyage. Today the idea of using the NW Passage as a commercial route between the Atlantic and the Pacific basins is unattractive, but increasing ship traffic in these waters is being seen with cruise ships, polar research ships, government resupply ships and ships carrying cargo from mining sites in the north. This paper will give some history of the ships that have been used over the last six centuries of exploration for and navigation in the NW Passages, and will suggest that some of the hard-won experiences gained are still relevant today.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.015 | 0.004 |
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".