Additional documents and survey on the Franklin sites of Beechey Island, Nunavut, Canada: addendum
Bibliographic record
Abstract
In addition to the visits to Beechey Island referenced in my recent article (Hansen 2010), M'Dougall also describes his visit to Beechey Island (in Resolute with De Bray) from Tuesday 10 August 1852 (mistakenly given as 11 August) to Sunday, 15 August (M'Dougall 1857: 78–87). He gives his version of the inscriptions of the three Franklin expedition headboards. While he follows the mistaken placement order as in Osborn and The Illustrated London News of 4 October 1851 (Osborn 1865: 90; The Illustrated London News 1851b), comparison of the inscriptions with both Kane (Kane 1854: 163) and the photo of the Torrington headboard in Powell (Powell 2006: 330, Fig. 10) now lead me to conclude that M'Dougall's rather than Kane's version of the Franklin headboards inscriptions are probably the most accurate of the contemporary accounts.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.007 | 0.016 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.101 | 0.013 |
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".