The Changing Pre-Dorset Landscape of SW Hudson Bay, Canada
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
The Pre-Dorset peoples were mobile hunter-gatherers who rapidly colonized the eastern Canadian Subarctic around 4000 B.P. (uncalibrated radiocarbon years) and continued to occupy the region until about 2700 B.P. In 2005, the Churchill Archaeological Project undertook excavations at two Pre-Dorset sites in sw Hudson Bay (northern Manitoba, Canada) near the southernmost extent of the Pre-Dorset range. The goal of the fieldwork was to examine the relationship between changes in the physical landscape and the social landscape of the region over the course of the Pre-Dorset period. It demonstrated that Pre- Dorset groups entered the area at least 700 radiocarbon years earlier than previously documented and illustrated marked differences in lithic technology between the early and late Pre-Dorset occupations. While the results suggest that the area may have been abandoned during the middle part of the Pre-Dorset period, further work is required in order to determine whether the region is a typical “peripheral” area as outlined in the “core area” hypothesis.
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 | 0.001 | 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) | 0.000 | 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 it