<i>Chenopodium</i> polyploidy inferences from <i>Salt Overly Sensitive 1</i> (<i>SOS1</i>) data
Bibliographic record
Abstract
PREMISE OF THE STUDY: Single-copy nuclear loci can provide powerful insights into polyploid evolution. Chenopodium (Amaranthaceae) is a globally distributed genus composed of approximately 50-75 species. The genus includes several polyploid species, some of which are considered noxious agricultural weeds, and a few are domesticated crops. Very little research has addressed their evolutionary origin to date. We construct a phylogeny for Chenopodium based on two introns of the single-copy nuclear locus Salt Overly Sensitive 1 (SOS1) to clarify the relationships among the genomes of the allotetraploid and allohexaploid species, and to help identify their genome donors. METHODS: Diploid species were sequenced directly, whereas homeologous sequences of polyploid genomes were first separated by plasmid-mediated cloning. Data were evaluated in maximum likelihood and Bayesian phylogenetic analyses. KEY RESULTS: Homeologous sequences of polyploid species were found in four clades, which we designate as A-D. Two distinct polyploid lineages were identified: one composed of American tetraploid species with A and B class homeologs and a second composed of Eastern Hemisphere hexaploid species with B, C, and D class homeologs. CONCLUSIONS: We infer that the two polyploid lineages arose independently and that each lineage may have originated only once. The American diploid, C. standleyanum, was identified as the closest living diploid relative of the A genome donor for American tetraploids, including domesticated C. quinoa, and is of potential importance for quinoa breeding. The east Asian diploid species, C. bryoniifolium, groups with American diploid species, which suggests a transoceanic dispersal.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 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".