Bibliographic record
Abstract
Anthocyanin, polyphenol contents, and antioxidant activities of introduced small fruits and berries varieties were investigated. The anthocyanin and polyphenol contents were different according to the varieties. The highest total anthocyanin was 927.9~1,149.1 ㎎, 100 g-1 FW, and the highest total polyphenol content was 502.2 to 530.5 ㎎, 100 g-1 FW in black chokeberry. A linear correlation (r2) was shown between DPPH free-radical scavenging activity and total anthocyanin (r2=0.7669**) and phenolic content (r2=0.8956***). The content of quercetin, catechin and epicatechin was higher among the all types of polyphenols in small fruits and berries varieties. The main anthocyanin of blueberry and black currant was delphinidin-3-glucoside, and the major anthocyanin of saskatoon berry and black chokeberry was cyanidin-3-galactoside.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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".