Archaeology of the Inuit of Southern Labrador and the Quebec Lower North Shore
Bibliographic record
Abstract
Early European accounts document the presence of Labrador Inuit in northern Newfoundland, the Strait of Belle Isle, and the northeastern Gulf of St. Lawrence in the late sixteenth and seventeenth centuries. Controversy over the interpretation of the historical record and the extent and nature of Southern Inuit presence has been clarified by recent archaeological research on the Quebec Lower North shore, which demonstrates a series of seventeenth- and eighteenth-century winter sod-house villages in every major region from Brador to Petit Mécatina. House types are similar to those found on the Central Labrador coast, and all contain much Basque and other European material culture, indicating extensive trade contacts rather than the spoils of sporadic raids. The Hare Harbor Inuit settlement at Petit Mécatina is found at a Basque/European whaling and fishing station and appears to have been a European-Inuit enterprise facilitated by the Little Ice Age expansion of Arctic marine mammals.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 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".