Bibliographic record
Abstract
Color Plate 1 (chapter 1) Comparative organization around the MAT locus in the Ascomycota.The main horizontal line shows the organization of the MAT locus in homothallic species, or the ␣ idiomorph (where known) in heterothallic species.The organization of the a idiomorph is represented by the offset box below the ␣ idiomorph.The nomenclature suggested in reference 67 is used for the Pezizomycotina (e.g., 1-1-1 represents MAT1-1-1).Orthologous genes are connected by gray lines.Conserved groups of genes are indicated by color: red, ␣ idiomorph; green, a idiomorph; yellow, APN2; purple, SLA2 and homologs of S. cerevisiae XIV; orange, homologs of S. cerevisiae chromosome X; blue, homologs of S. cerevisiae chromosome III (YCR033W-YCR038W); white, homologs of S. cerevisiae chromosome III (YCR042C-YCR045C); gray, homologs of S. cerevisiae chromosome XI (YLR186W-YLR182W); gray gradient, CAN1 (YEL063C).The position of an Ho endonuclease site in MATa1 is marked where present.The figure was redrawn from Butler et al. ( 9), with additional information for G. zeae (73), M. grisea (http://www.broad.mit.edu/annotation/fgi/ and GenBank accession numbers AB080673 and AB080672), C. immitis (http://www.broad.mit.edu/annotation/fgi/),Aspergillus (21), Y. lipolytica (17), and A. gossypii (15).10.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.743 | 0.647 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".