Genomewide mutation dynamic within a long-lived individual of <i>Armillaria gallica</i>
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
Mutation is the ultimate source of all genetic variation in populations and yet they remain unobservable and buried in the past. Long-lived individuals of Armillaria gallica, a common opportunistic fungal pathogen of tree roots in temperate forests of the northern hemisphere, provide a spatial context for examining the mutational dynamic. Each individual of A. gallica arises in a single mating between two haploid gametes and the resulting diploid then grows vegetatively to occupy a discrete spatial territory often including many adjacent tree root systems. In effect, this leaves a spatial record of growth over time within which mutations can be localized. To identify mutations, the entire genomes of three spatially separated samples of one individual of A. gallica approximately 200 × 60 m were sequenced and compared. In this comparison, mutations and regions of loss of heterozygosity (LOH) were identified then assayed in another 20 isolates from the same individual by conventional PCR and Sanger sequencing. The genotype network of all mutations and LOH were without internal conflict. Further, the spatial pattern of genotypes was nonrandom and appeared to reflect the vegetative expansion leading to the present-day individual. The results reflect the spectrum of spontaneous mutation in nature and provide insight into cellular generation times.
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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