From genetics to genomics: fungal collections at the Fungal Genetics Stock Center
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
The Fungal Genetics Stock Center (FGSC) has been described as an Open Source Repository supporting over 50 years of research into some of the most fundamental questions in modern biology. From its origins allied to studies of the nature of genes, through the first efforts to associate DNA sequence with genes, to its current position as a repository for nearly 75 strains with fully sequenced genomes, the FGSC has taken on whatever challenges the community has offered. As the tools have changed over the years the FGSC has adapted. Whether it was classical mutants, gene libraries, or fully genome-sequenced strains, and even gene deletion sets for several fungi, the FGSC community has trusted their most valuable resources to the FGSC. The FGSC currently holds nearly 20,000 accessioned fungal strains. Additional non-accessioned strains, including Cryptococcus and Candida deletion sets, Magnaporthe-tagged integrants, lyophilized strains from the Tatum collection, and wild strains from the Perkins lab, bring the...
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 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 it