Bibliographic record
Abstract
This paper summarizes a decade of archaeological research demonstrating evidence for periods of year-round Inuit occupation of the Quebec Lower North Shore in the late 17th and early 18th centuries. Excavations at several winter villages replicate settlement patterns at sod house sites in central Labrador, including continuation of a traditional Inuit subsistence and domestic economy while incorporating European materials and artifacts. Finds at the Hare Harbour site on Petit Mécatina Island suggest active Inuit collaboration with a European (probably Basque) whaling and fishing station. The Hare Harbour site is a unique early instance of Inuit-European economic and social enterprise. In the early 1700s the Inuit occupation of the Quebec Lower North Shore came to an abrupt end due to economic competition and hostilities with European and Indian groups that forced Inuit to abandon the coast and retreat north to the core area of Inuit settlement on the central Labrador coast.
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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 | 0.001 | 0.002 |
| 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 | 0.011 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".