Physiological Study on Root Adaptation and Recovery of Tissue-Cultured <i>Anoectochilus roxburghii</i> Seedlings after Transplanting
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
Anoectochilus roxburghii, a rare medicinal plant, has attracted widespread attention for its scarce resources and high cultivation difficulty.Tissue culture rapid propagation, has become the main seedling raising method, but the adaptation and recovery of the root system after transplantation remain a bottleneck.This study summarizes several regulatory mechanisms: the proportional relationship of hormones (IAA, CK, stellolactone), the accumulation of osmotic regulatory substances (proline, soluble sugar), and the activation of antioxidant systems (SOD, CAT, POD), which play an important role in alleviating transplant shock.Meanwhile, the upregulation of energy metabolism, the accumulation of secondary metabolites, and the absorption of mineral elements have been proven to be the key supports for the rejuvenation of root systems.Studies show that, a reasonable hormone ratio can shorten the recovery period of the root system.The accumulation of osmotic regulatory substances, and the enhancement of antioxidant enzyme activity, play a prominent role in the early recovery stage.In the later stage, light quality regulation and substrate improvement have shown obvious effects on the improvement of root function, and the overall adaptation of the plant.This study provides new ideas for the efficient cultivation and management of A. roxburghii, and also offers theoretical basis and guidance for its industrial promotion and resource protection.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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