Study on Vigor and Embryo Appearance of Asarum heterotropoides Fr.Var. mandshuricum(Maxim) Kitag.Seed During Preservation
Bibliographic record
Abstract
The germination ability and vigor and embryo of Asarum heterotropoides Fr.Var.mandshuricum(Maxim) kitag.seed were studied in this paper.The results showed that the embryo couldn't germinate at any condition which was 25℃ and 3500 lx to 4000lx or 25℃and darkness.The seed could germinate at 25℃ and 3500lx to 4000lx after 5 weeks,but could not germinate at 25℃ and darkness.The ratio of vigor could remain constant 88.3% to 88.7% during the seed preservation in wet sand.The appearance of embryo changed with the preservation time progressively through microscopic observation.The development process of embryo could be described as globular shape to heart-shaped stage,torpedo-shaped stage to mature cotyledons stage.
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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".