A Dendroarchaeological Study of Wood from Fort Lennox National Historic Site, Île-aux-Noix, Québec
Bibliographic record
Abstract
Samples of wood excavated from the Fort Lennox National Historic Site, on Île-aux-Noix in the Upper Richelieu River, were entrusted to Université Laval by Parks Canada for tree-ring analysis in 2004. These samples consisted primarily of coniferous species, namely 29 samples of white cedar (Thuja occidentals), 18 of white pine (Pinus strobus), and a single sample of hemlock (Tsuga canadensis). Tree-ring and historical data suggest an alternative explanation for the use of this wood than that originally proposed by archaeologists. The wood originally was thought to have been part of a late 18th-century structure that was torn down, and the wood thrown into a water-filled ditch during site renovations in 1812–1814. In fact, the deposit may be associated with preparations for the construction of Fort Lennox in 1819.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 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) | 0.002 | 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 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".