Constrained Intron Structures in a Microsporidian
Bibliographic record
Abstract
The 2.9-Mbp genome of the microsporidian Encephalitozoon cuniculi is severely reduced and compacted, possessing only 16 known tiny spliceosomal introns. Based on motif and expression data, intron profiles were constructed to screen the genome. Twenty additional introns were predicted and verified, doubling the previous estimate. We further predict that accurate 3' splice site (3'SS) selection is accomplished via a scanning mechanism with specificity achieved by maintaining a constrained variable length between the branch point motif and 3'SS. Only introns in ribosomal protein genes exhibit positional bias, and we hypothesize that splicing could be regulating expression of these genes. The large set of new introns in non-ribosomal protein genes suggests that current models of intron loss are unlikely sufficient to explain the distribution of introns. Together, these results extend our understanding of the role of intron loss in genome evolution and contribute to a novel model for splice site selection.
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How this classification was reachedexpand
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 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; both teacher heads 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".