Relationship Between Chemical Treatment of Soybean (Glycine max (L.) Merr.) Seeds and Synthesis of Antioxidant Enzymes
Bibliographic record
Abstract
This research aimed to assess the relationship between chemical treatment with different combinations of products and the physiological quality of seeds stored for 0 and 180 days. The experimental design adopted was the completely randomized (CRD), with four replications. The treatments consisted of the “cultivar”, “seed treatments” and “storage periods” factors. To characterize the quality of the seeds, lignin quantification analysis, peroxidase activity analysis, catalase activity analysis, and scanning electron microscopy (SEM) were carried out. The physiological quality of the seeds decreases as the storage period increases. The lignin present in the seed coat of cultivar TMG 7061 IPRO provided greater protection compared to cultivar 7067. The images referring to cultivar 7067 showed morphological changes resulting from damage caused by the treatment and storage of the seeds.
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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) | 0.000 | 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) | 0.001 | 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 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".