The Ties that Bind and Divide: Encounters with the Beothuk in Southeastern Newfoundland
Bibliographic record
Abstract
Encounters between Europeans and the Beothuk in southeastern Newfoundland took a variety of forms in the sixteenth and early seventeenth century. There is evidence to suggest some trade, but also scavenging, theft, mutual hostility, and avoidance. By the middle of the seventeenth century, relations had deteriorated to the point that the Beothuk retreated from this area to points north and west. This paper examines the nature of Beothuk-European relations during the early contact period as it is evident in the archaeological and historic record of southeastern Newfoundland, including new evidence from the site of Stock Cove, and suggests that the failure of the Beothuk and Europeans to solidify and sustain relations was due to the unpredictable nature of the encounter experience. Ultimately, this failure would play a significant role in the demise of the Beothuk.
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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 | 0.000 | 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".