Expression of sIL-16 in E.coli and Its Activity Analysis
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 sIL16 cDNA was amplified by PCR,and then the fragment was inserted into an expression vector pET28a(+) under T7 promoter control and constructed recombinant plasmid pETsIL16.pETsIL16 was transformed to E.coli BL21(DE3) and the protein was expressed after IPTG induction at low temperature.It was purified by Ni2+ affinity chromatography column,and incubating with Jurkat cells to access its function to IL2R expression on the surface of the cells. An obvious expression band about 18kD can be detected in the recombinant protein by SDSPAGE.The purity efficiency was up to 90 percent.And the recombinant product upregulated the IL2R expression on surface of the Jurkat cells about 18.54 percent.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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