Purification of circular YACs from yeast cells for DNA sequencing
Bibliographic record
Abstract
We describe a method for the purification of circular yeast artificial chromosome (YAC) DNA 120-150 kilobases (kb) in size that is of sufficient quantity and quality for restriction enzyme analysis and DNA sequencing. This method preferentially enriches for circular YAC DNA and avoids the time-consuming step of centrifugation in CsCl--ethidium bromide (EtBr) gradients. We applied this method to the purification of circular YACs carrying DNA segments that are extremely unstable in E. coli, including those that correspond to GAP2 and GAP3 on human chromosome 19. We showed that YAC DNA (GAP2 and GAP3) purified using this new method is clearly resolved in EtBr-stained gels. The sequence of YAC-GAP3 was obtained, representing the first GAP clone sequenced in YAC form. At present, it is estimated that there are more than 1000 gaps in the human genome that cannot be cloned using bacterial vectors. Thus, our new method may be very useful for completing the last stage of the human genome project.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.007 |
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".