Vascular Flora of a Southern Appalachian Fen and Floodplain Complex
Bibliographic record
Abstract
Abstract A survey of vascular flora was completed at wetland sites in the Tulula Creek floodplain in Graham County, North Carolina as part of a comprehensive ecological study. The vegetation survey was conducted in forested and unforested fen and floodplain wetlands in 1994 and 2001, and in a forested floodplain wetland in 2001 in order to document plant species occurring in these rare mountain habitats. A total of 107 taxa representing 52 families were identified. More than 66% of the taxa also have been reported in other non-alluvial wetlands in the region; about 31% of the taxa identified in the Tulula Creek wetland complex have been reported in non-alluvial wetlands in West Virginia and about 12% have been reported in the non-alluvial wetlands of northeastern United States and adjacent Canada. This paper documented the vascular plant communities within this rare wetland complex before intensive stream restoration began in 2001.
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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) | 0.001 | 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) | 0.000 | 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".