Botrychium mormo (Ophioglossaceae), a Globally Rare Addition to the Vascular Flora of Ontario
Bibliographic record
Abstract
Botrychium mormo W. H. Wagner is reported as an addition to the vascular flora of Ontario from the Thunder Bay District.Described in 1981, this diminutive species of rich northern hardwoods in the Great Lakes-St.Lawrence forest region has been named Little Goblin Fern, because of its peculiar whitish or pale yellow colouration and its tendency to remain hidden under leaf litter in dark shade.It is globally rare, found sporadically in portions of Michigan, Minnesota and Wisconsin, with several disjunct sites in Québec.Its discovery in novel habitat north of the range of its characteristic forest canopy associates of Acer saccharum Marshall, Tilia americana L., and Fagus grandifolia Ehrhart suggests it may occur more widely in the region, and brings the number of globally rare moonworts present along Ontario's north shore of Lake Superior to six species.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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".