Comparative transcriptome analysis of midgut of Bombyx mori under a sucrose-supplemented diet
Why this work is in the frame
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Bibliographic record
Abstract
As a monophagous insect, the silkworm possesses a restricted feeding capacity. To investigate the impact of varying sucrose concentrations on silkworm growth and development, transcriptomic analyses were conducted on the silkworm midgut. A total of 909 differentially expressed genes (DEGs) were identified, with down-regulated genes predominantly associated with starch and sucrose metabolism, fructose and mannose metabolism, galactose metabolism, and amino sugar and nucleotide sugar metabolism. These alterations suggest that excessive sucrose consumption may suppress the carbohydrate metabolism pathway in silkworm. This study offers a comprehensive analysis of transcriptomic studies on high sucrose intake in silkworm, providing insights into the effects of varying sucrose concentrations on these organisms.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.005 |
| 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 it