DOCS- A 13.31:Su 3 Sugar An American Wood
Bibliographic record
Abstract
Sugar maple is a wide-ranging and im-portant hardwood tree-a component of 23 forest types in the United States and Canada. It provides a considerable source of food and cover for wildlife, but is not particularly susceptible to animal or bird damage or the ravages of insects. The sugar maple (fig. 1) is the most consequential of the 1 3 maple species native to the United States. The heartwood is normally a light reddish brown, hard and strong. It takes a high polish and stains well, thus making it suitable for hardwood floors and fur-niture. The wood is also used for many varied purposes ranging from scientific instruments to clothespins. Maple syrup and sugar are also valuable pro-ducts. NOTE: This publication supersedes the sugar maple portion of "Maple, " unnumbered
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".