Bibliographic record
Abstract
2014, at last, revealed the wreck of HMS Erebus off Canada's Arctic mainland. Two years later, her companion, HMS Terror , was found 40 miles away, off King William Island. The government was already confident enough about their whereabouts in 1992 to declare the entire area a National Historic Site and, among other responses to the retreating ice and increasing shipping, Parks Canada began searching for the wrecks in 2008. Previous investigators had concentrated on tracing and recording the crews: among others, Owen Beattie in the 1980s (Notman et al . 1987), F.L. McClintock in 1857–1859, and four naval expeditions before that. HMS Investigator was lost in the 1853 search, and her wreck discovered off Banks Island in 2011. Ranging very widely, all of the investigators, and many others, were trying to find out what befell Sir John Franklin's attempt to complete the Northwest Passage between the Atlantic Ocean and the Pacific in 1845–1848. Erebus and Terror were his ships.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 teacher head, 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".