Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This book is both a study of the wider presence of the whaling industry in Newfoundland and Labrador between 1898 and 1972, and a comprehensive case study of the ‘Ellefsen Papers’ and the Aquaforte whaling station. Aquaforte was the only entirely Norwegian-owned factory in Newfoundland at the turn of the century, and one of the only whaling companies to retain all company records, making it an invaluable resource for maritime historians. The archive consists of business transactions, operations details, personal letters, photographs, wage accounts, equipment lists, and product information. The journal introduces the Aquaforte station in the context of global whaling, then traces the business history of the Ellefsen family, and then covers in detail the short history of Aquaforte, from its inception in 1898 to its collapse in 1908 due to stock exploitation. A postscript details both the family’s return to Norway and the whaling cycles in Newfoundland and Labrador post-Aquaforte, between 1908 and 1972, when the Canadian government placed a moratorium on whaling. The book reproduces numerous maps, photographs, lists, and tables. It concludes with a bibliography and six appendices providing relevant whaling industry statistics.
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.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it