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
Published to coincide with the sixtieth anniversary of Newfoundland and Labrador joining Canada, Sean T. Cadigan has written the book that will surely become the definitive history of one of North America's most distinct and beautiful regions. The site of the first European settlement by Vikings one thousand years ago, a former colony of England, and known at various times as Terra Nova and Newfoundland until its official name change to Newfoundland and Labrador in 2001, this easternmost point of the continent has had a fascinating history in part because of its long-held position as the gateway between North America and Europe. Examining the region from prehistoric times to the present, Newfoundland and Labrador is not only a comprehensive history of the province, but an illuminating portrait of the Atlantic world and European colonisation of the Americas. Cadigan comprehensively details everything from the first European settlements, the displacement and extinction of the indigenous Beothuk by European settlers, the conflicts between settlers and imperial governance, to the Royal Newfoundland Regiment's near annihilation at the Battle of the Somme, the rise of Newfoundland nationalism, Joey Smallwood's case for confederation, and the modernization and economic disappointments instigated by joining Canada. Paying particular attention to the ways in which Newfoundland and Labrador's history has been shaped by its environment, this study considers how natural resources such as the Grand Banks, the disappearance of cod, and off-shore oil have affected the region and its inhabitants. Richly detailed, compelling, and written in an engaging and accessible style, Newfoundland and Labrador brings the rich and vibrant history of this remarkably interesting region to life
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 | 0.033 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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 it