A successful application of the embryo rescue technique as a model for studying crosses between Salix viminalis and Populus species
Bibliographic record
Abstract
Embryos and plants from the crosses Salix viminalis L. as the female parent and Populus alba L., P. violascens Dode or P. tremula L. as the male parent were obtained by in vitro embryo rescue technique. F1 intergeneric progeny were obtained by overcoming post-zygotic barriers caused by the deficiency of endosperm as nutritive tissue during the first stage of embryo development. Ovules containing immature heart-stage embryos as well as early cotyledonary embryos were isolated and rescued in modified 1/2 MS medium supplemented with 3% sucrose to ensure maturity. Seedlings were cultured under in vitro conditions in 1/2 MS medium that contained 0.2 mg l–1 naphtaleneacetic acid and plantlets after rooting were transferred first into pots and subsequently to the experimental field in the Botanical Garden in Poznan, Poland. After 2 years, the putative hybrid nature of the plants was checked by analysing morphological characters and molecular markers. Scanning electron microscopy, flow cytometry and random amplification of polymorphic DNA screening of individuals confirmed the hybrid nature of the S. viminalis × P. alba and S. viminalis × P. violascens progeny and of 25% of the analysed plants from the cross S. viminalis × P. tremula. This study showed the feasibility of overcoming pre- and post-fertilisation barriers to achieve intergeneric hybrids between species from two genera of Salicaceae. The in vitro system to produce hybrids with characters of both parents could be of great importance for increasing biomass production. This study also opens new opportunities to improve other traits in trees, such as resistance to pathogens inherited from one parent.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".