New records of bryophytes to northeast China collected from Changbai Mountain
Bibliographic record
Abstract
Based on identification of more than 2000 specimens collected by joint expedition of Chinese and Canadian bryologists from Changbai Mountain , the highest peak in Northeast China, 300 species belonging to 152 genera and 59 families of bryophytes are recognized. Among them, the genus Campylostelium (C saxicola (Web et Mohr) B S G) is new to mainland China; two genera are first records for Norheast China: Macrocoma (M tenus (Hook et Grev) Vitt spp sullivantii (C Muell) Vitt) and Isopterygium (I albescens (Hook) Jaeg). Five species of bryophytes are also new to Northeast China: Lophozia incisa (Schrad) Dum; Cynodontium fallax Limpr; Ditrichum gracile (Mitt) O Kuntze; Ditrichum divarcatum Mitt; and Plagiothecium latebricola (Wils) Schimp .
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".