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
Gordon W. Smith, PhD, dedicated much of his life to researching Canada's sovereignty in the Arctic. A historian by training, his 1952 dissertation from Columbia University on "The Historical and Legal Background of Canada's Arctic Claims" remains a foundational work on the topic, as does his 1966 chapter "Sovereignty in the North: The Canadian Aspect of an International Problem," in R. St. J. Macdonald's The Arctic Frontier. This work is the first in a project to edit and publish Smith's unpublished opus - a manuscript on "A Historical and Legal Study of Sovereignty in the Canadian North and Related Law of the Sea Problems." Written over three decades (yet incomplete at the time of his death in 2000), this work may well be the most comprehensive study on the nature and importance of the Canadian North in existence. Volume 1: Terrestrial Sovereignty provides the most comprehensive documentation yet available on the post-Confederation history of Canadian sovereignty in the north. As Arctic sovereignty and security issues return to the forefront of public debate, this invaluable resource provides the foundation upon which we may expand our understanding of Canada's claims from the original transfers of the northern territories in 1870 and 1880 through to the late twentieth century. The book provides a wealth of detail, ranging from administrative formation and delineation of the northern territories through to other activities including government expeditions to northern waters, foreign whaling, the Alaska boundary dispute, northern exploration between 1870 and 1918, the background of Canada's sector claim, the question concerning Danish sovereignty over Greenland and its relation to Canadian interests, the Ellesmere Island affair, the activities of American explorers in the Canadian North, and the Eastern Arctic Patrol. The final chapter examines the Eastern Greenland case and its implications for Canada.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.995 | 0.959 |
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