A Rapid Microassay for Determination of Peroxidase in Wheat and Flour
Bibliographic record
Abstract
ABSTRACT A rapid sensitive microplate assay for the determination of peroxidase activity in wheat, flour, or individual wheat kernels has been developed using a commercially prepared 2,2′‐azinobis(3‐ethylbenzothiazoline‐6‐sulfonic acid) diammonium salt (ABTS) solution. The assay derives a six‐point calibration curve based on commercially available horseradish peroxidase ( r 2 > 0.990), while simultaneously analyzing eight extracts in triplicate. The coefficients of variation (CV) of triplicate assays of a single extract from any of the three sources investigated were generally <2.0%. Multiple extracts ( n = 5) of either whole meal or flour yielded assays with an average CV < 5.0%. Preparation of the calibration standards with commercially available peroxidase stabilizing buffer allowed the standards to be used for five days without any deterioration in the assay's reproducibility. This assay is ideally suited for high‐throughput operations such as millstream analysis or plant breeder screening evaluations.
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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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".