A Wampum-Inlaid Musket from the 1690 Phips' Shipwreck
Bibliographic record
Abstract
In August of 1690, a fleet of ships under the command of Sir William Phips set sail from Boston to attack Quebec City during the second year of King William's War. The campaign failed and, as the fleet retreated, a number of vessels were wrecked in the St. Lawrence during a violent storm. The remains of one of these was discovered by a diver in a cove at l'Anse aux Bouleaux, Quebec, in 1994. Believed to be the Elizabeth and Mary, the wreck yielded numerous artifacts, including a wide array of weaponry. Among the long arms was a musket whose stock was decorated on either side with two crosses created by inserting wampum into holes drilled into the wood. Likely the property of a Praying Indian, this unique weapon is described in detail and comparisons made to other contemporary Native American objects decorated in a similar manner.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.015 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".