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Record W4410247499 · doi:10.5376/mpr.2024.14.0028

Role of Optimizing Transplantation Environmental Conditions in Improving the Survival Rate of Tissue-Cultured Seedlings of <i>Anoectochilus roxburghii</i> (Wall.) Lindl.

2024· article· en· W4410247499 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMedicinal Plant Research · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant tissue culture and regeneration
Canadian institutionsnot available
Fundersnot available
KeywordsTransplantationBiologyAndrologyHorticultureChemistryBotanyMedicineInternal medicine

Abstract

fetched live from OpenAlex

Anoectochilus roxburghii (Wall.)Lindl. is highly valued in traditional medicine due to its various pharmacological activities.However, the low survival rate of tissue cultured seedlings after transplantation remains one of the main bottlenecks in achieving large-scale cultivation.This study focuses on the key environmental factors that affect the success of transplanting A. roxburghii flowers, such as light intensity, substrate composition, and mycorrhizal symbiosis.The results indicate that the blue red combination (BR) LED light source plays an important role in promoting seedling growth and flavonoid accumulation, which helps to enhance its medicinal value.Maintaining a suitable temperature and humidity environment can effectively alleviate stress during transplantation and enhance the adaptability of plants.The use of a specific ratio of substrate mixture can improve root development and substrate water retention performance, and increase the survival rate after transplantation.The study also pointed out that inoculation with specific mycorrhizal fungi (such as Ceratobasidium sp.AR2) can enhance the nutrient absorption and stress resistance of plants, further improving the colonization effect.This study provides a scientific basis for optimizing the transplanting conditions of A. roxburghii, which is helpful for its sustainable cultivation and resource protection, and provides useful references for the transplanting management of other medicinal plants.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.355

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.015
GPT teacher head0.282
Teacher spread0.267 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it