The genus Cladonia in Manitoba: exploring taxonomic trends with secondary metabolites
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Thirteen secondary metabolites are reported in 50 species and 638 specimens of Cladonia from Manitoba.The most common metabolite was fumarprotocetraric acid in 23 species.Twenty-five species contained more than one compound in the same specimen.The most common combination of compounds was fumarprotocetraric acid 'and atranorin in seven species.Eleven species contained more than one chemotype.A new chemical variant is reported for C. amaurocraea.Taxonomic patterns were reflected in the frequency of occurrence of metabolites separating gray and non-fluorescent compounds from fluorescent and yellow-green compounds.Despite current literature hypotheses, no ecological trends were evident in this study.The variation was compared with other studies, biogenetic relationships were hypothesized, and taxonomic issues were discussed.Taxonomic considerations cannot be separated from effects of environmental changes or gene regulation.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it