<i>Cortinarius</i> species diversity in British Columbia and molecular phylogenetic comparison with European specimen sequences
Why this work is in the frame
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Bibliographic record
Abstract
Throughout the world, the diversity of fungi remains poorly characterized and Cortinarius is a classical example of a difficult, species-rich, and under-researched mushroom genus. Here, we sequenced and analyzed ribosomal internal transcribed spacer (ITS) sequence barcodes from herbarium specimens to improve understanding of Cortinarius species diversity in British Columbia (B.C.), Canada. Starting with 962 specimen sequences, 617 from B.C. herbaria, we present a maximum likelihood tree showing 179 putative Cortinarius species in British Columbia. As a working definition, we considered a “species” to be a monophyletic clade that included a reliably identified reference sequence, with a maximum of 3% ITS sequence variation. If no reference sequence was available, “species” were groups sharing 97% or more sequence identity. By these criteria, 110 putative B.C. species matched European species and 12 B.C. species matched species exclusively found in the Americas. Of the 56 B.C. species that did not match an identified reference sequence, some may be new to science, while others likely represent described species without available sequences. By depositing sequences from B.C. specimens into GenBank and BOLD, and by providing our alignment to TreeBASE, we have supplied the resources necessary to improve accuracy in identifications of Cortinarius in future systematic and ecological studies.
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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) | 0.002 | 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 it