Disintegrator vectors for single‐copy yeast chromosomal integration
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
Vectors were developed for two-step chromosomal integration of reporter genes or expression constructs. With these vectors, integration produces a disruption of the ADE8, LYS2, MET15, LEU2, HIS3 or FCY1 genes, and integrants can be easily identified by replica-plating on selective media. Integration using these 'disintegrator' vectors produces a single-copy integration of the construct of interest at the junction of the marker deletion, and removes the additional plasmid sequences. Importantly, the integrated constructs do not contain flanking sequence duplications, and therefore should be highly stable. Each of the vectors was shown to reliably integrate a TEF1-KAN expression cassette and/or GAL1-HIS3 and STE12-LacZ reporter genes.
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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) | 0.000 | 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 it