In vitro Plant Regeneration from Leaf Explants of Artemisia vulgaris L. – A Medicinal Herb
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
A reliable protocol for callus induction and regeneration were developed for leaf explants of Artemisia vulgaris L. Percent of callus induction and regeneration were higher in the young leaves. MS medium containing 1.0 mgl-1 BAP and 3.0 mgl-1 NAA is the optimum concentration for induction of callus. So produced callus was subcultured on Murashige – Skoog (MS) medium with 1.0 mgl-1 6-benzylaminopurine (BAP), 3.0 mgl-1 gibberellic acid (GA3) produced the highest mean number of shoots (35.85±0.81) per explant. Half strength of MS was found to be the best for rooting, however, addition of IAA (0.5-1.0 mgl-1) was found essential to induce longer roots. More than 84% of the rooted plants were established in polycups after hardening.
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