Monoclonal Antibodies Against G Protein of Spring Viremia of Carp Virus
Bibliographic record
Abstract
Part of the G protein (3094-4170 bp) of spring viremia of carp virus (SVCV) was expressed in Escherichia coli and purified by dialysis in our study. Two clones of monoclonal antibodies (MAbs 1H11 and 4B8) against G protein were generated by fusion of mouse myeloma cell line SP2/0 and spleen lymphocytes from part of G protein (3094-4170 bp) immunized mice. The results of ELISA (enzyme-linked immunosorbent assay), IFA (indirect immunofluorescent assay), and Western blot assay further demonstrated the characterizations of the two MAbs. Both 1H11 and 4B8 were specific to SVCV G protein. Ten pairs of synthesized overlapping peptides were used to identify the epitope of the MAbs. The MAbs are useful in the development of SVCV diagnostic methods.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".