‘Danhua Xiangshuili’—A New Pear that Does Not Need Fruit Thinning
Bibliographic record
Abstract
Fruit thinning is a cultural practice used to improve fruit quality and size, but it is time-consuming. The application of thinning chemicals to replace hand-thinning is costly and results in an unstable effect. It also causes environmental concerns. ‘Danhua Xiangshuili’ is a bud mutation of ‘Yanbian Daxiangshui’ discovered in experimental orchards at the Pomology Institute, Academy of Agricultural Sciences of Jilin Province (latitude 43.5°N, longitude 124.8°E). Overall, 92% of flowers born on this cultivar are solitary and about 8% are in groups of two or three flowers on each inflorescence. Fruits are medium to large (144 g) in size and born on twigs with no leaves, which helps produce a full-colored pear at ripening. The soluble solid content is 13.0% at maturity, which occurs on 10 Sept. in the Gongzhuling area (latitude 43°N, longitude 124°E).
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 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 | 0.001 |
| Open science | 0.001 | 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".