The Domino Effect: Culture Change and Environmental Change in Newfoundland, 1500-1100 cal BP
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
This article examines the relationship between culture change and climate change in Newfoundland at 1500–1100 cal BP, a period during which two cultural groups lived there, Dorset Palaeoeskimos and Recent Indians. Dorset Palaeoeskimos were specialist seal hunters and Recent Indians practised a more generalized economy based on a mix of marine and terrestrial resources. We suggest that climate warming recorded in marine and lake proxy data from western Newfoundland, and dated at 1500–1100 cal BP, undermined the subsistence basis of a key Dorset site, Phillip’s Garden, at Port au Choix. We speculate that warming sea surface temperatures might have occurred throughout coastal Newfoundland and if so might have undermined Dorset seal hunters in all regions. We also link Dorset population collapse to the abandonment of Phillip’s Garden, which we hypothesize was a key site that facilitated social relations with Labrador. We argue that site abandonment disrupted important social networks, and as a result Dorset populations throughout Newfoundland became increasingly vulnerable in the face of increasing environmental stress on harp seal resources. At the same time, climate warming and the Dorset collapse positively impacted contemporaneous Recent Indian populations, enabling an increase in population and their expansion into areas vacated by Dorset.
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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 | 0.000 |
| 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 | 0.001 |
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 it