EMBRYO DEVELOPMENT AND IN VITRO SEED GERMINATION OF BULBOPHYLLUM FASCINATOR
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Bulbophyllum fascinator is native to the lowlands of Malaysia, Laos and Thailand and has an attractive solitary flower. The embryo suspensor is represented by a single cell and this cell develops precociously and continues to elongate towards the micropyle as the embryo develops. Starch grains are prominent during the early stages of embryo development. However, the starch grains disappear as the embryo matures indicating that the suspensor may serve as a temporary food storage site for the developing embryo. In mature seeds, the walls of the testa are uneven in thickness. This wall feature may enable the embryo to take up water and the nutrients necessary for germination. Optimum germination was observed when the seeds were collected between 140 to 160 days after pollination. The desirable germination percentages (around 90%) were observed among three different concentrations of MS media, indicating that seed germination of this species can adapt to a wild range of inorganic salt concentrations.
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.
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 | 0.000 |
| Open science | 0.000 | 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 it