Labrador Inuit Subsistence in the Context of Environmental Change: An Initial Landscape History Perspective
Why this work is in the frame
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Bibliographic record
Abstract
In this article, I examine the subsistence economy of the contact‐period Labrador Inuit (17th to 19th century) to investigate the relationships of elements of specific cultural changes to environmental change, the effects of cultural interactions, and internal social processes. I apply paleoclimate and sea‐ice records and zooarchaeological studies of life history and seasonality of ecologically sensitive species to reconstruct histories of change in particular elements of the physical landscape and of their use. I associate the use of communal houses by the Labrador Inuit and their modification of settlement patterns during the 18th century to a limited phase of environmental moderation and stability during the Little Ice Age and suggest that these changes reflect, in part, economic strategies oriented toward surplus production.
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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 | 0.000 | 0.032 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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