Retracing the route of Hans K. E. Krüger's 1930 German Arctic expedition
Bibliographic record
Abstract
ABSTRACT Prior to the discovery in 1999 of an archaeological site near Cape Southwest, on southern Axel Heiberg Island, little was known about the movements of the ill fated 1930 German Arctic Expedition, led by Hans K.E. Krüger. What was known was based on the content of three cairn documents that spanned a period of just thirteen days. This paper presents new information that expands our knowledge of the expedition's route using catalogue labels found with geological specimens collected by Krüger and recovered from the site. The movements of the expedition over a period of 43 days are reconstructed, ten additions are made to the known itinerary, and an approximate date of the group's arrival at Cape Southwest is presented. The data show that despite concerns about the health of both Krüger and his Danish assistant, and about the weight of equipment being transported, the expedition had made good progress prior to reaching Cape Southwest.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".