Seven Liverwort Species New or Confirmed from Subantarctic Prince Edward Island
Bibliographic record
Abstract
Ochyra, R., Váňa, J., Smith, V. R. & Cykowska-Marzencka, B. 2014. Seven liverwort species new or confirmed from subantarctic Prince Edward Island. — Herzogia 27: 397–407.Seven species of liverwort are reported from subantarctic Prince Edward Island in the Prince Edward Islands archipelago. Five of these, Hygrolembidium ventrosum, Clasmatocolea rigens, Anastrophyllum auritum, Andrewsianthus marionensis and Tylimanthus viridis, are new additions and the occurrence of Marchantia berteroana and Clasmatocolea vermicularis is confirmed for the island's flora. Global distribution maps for Hygrolembidium ventrosum, Clasmatocolea rigens and Tylimanthus viridis are provided. Considering these records, the liverwort flora of the Prince Edward Island now totals 42 species and is much richer in the number of species than that of the much larger Îles Kerguelen.
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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 | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".