ARCTIC VOL. 66, NO. 4 (DECEMBER 2013) P. 459 – 462 Calton Point or Catton Point? A Misprinted Toponym on the Yukon Coast
Bibliographic record
Abstract
ABSTRACT. Capt. John Franklin’s account of his journey along the western Arctic coast of North America presents two spellings of the toponym he gave to the point at the eastern end of Workboat Passage, the strait between Herschel Island and the mainland. “Pt. Catton ” is printed in the text, and “Pt. Calton ” on the accompanying map compiled by Lt. E.N. Kendall. One of these must be a misprint. Catton Point and Calton Point have been used by the National Topographic System and on Canadian hydrographic charts. Calton Point was adopted by the Government of Canada for use in November 1962. However, Catton Point is almost certainly the intended toponym after the Rev. Thomas Catton, FRS (c. 1758 – 1838), President of St. John’s College, Cambridge (1819 – 22), and tutor when John F.W. Herschel arrived at the college in 1809. Catton was one of 13 fellows of the Royal Society honoured by Franklin in northern Yukon. No Calton has ever been elected to the Royal Society or included in the Dictionary of National Biography.
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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 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.102 | 0.030 |
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".