Het geschut van de Queen Anne. Een reconstructie van de bewapening van het Engelse koopvaardijschip dat in de 18de eeuw voor de kust van Kuinre verging
Bibliographic record
Abstract
The guns of the Queen Anne: A reconstruction of the armament of the 18th-century English merchantman that was wrecked on the Zuiderzee near Kuinre. This paper focuses on the weapons of the Queen Anne, an English merchantman that was wrecked on the Zuiderzee near Kuinre (province of Overijssel) in the first quarter of the 18th century. The wreck was discovered in a now-reclaimed part of the Zuiderzee (the Noordoostpolder) in 2016 and excavated by the Groningen Institute of Archaeology of the University of Groningen during the summer of 2018. The wreck was well preserved and contained a large number of artefacts, including multiple weapons (flintlock pistols, swivel guns) and plenty of ammunition, including dozens of cannonballs. A substantial part of the ammunition was too large to be fired by swivel guns, meaning that multiple guns were missing from the wreck site. Based on the diameter and weight of the dozens of cannonballs, a reconstruction was made of the full armament of the Queen Anne.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.003 | 0.002 |
| 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".