MétaCan
Menu
Back to cohort
Record W2381168793

Study on Tissue Culture and Rapid Propagation of Pseudostellaria heterophylla

2010· article· en· W2381168793 on OpenAlex
Yan Liu

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

VenueSeed · 2010
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant tissue culture and regeneration
Canadian institutionsnot available
Fundersnot available
KeywordsTransplantingSubculture (biology)PlantletExplant cultureAgarShootSugarBotanySeedlingMicropropagationBiologyTissue cultureHorticultureIn vitroFood science
DOInot available

Abstract

fetched live from OpenAlex

The stem-tips、stems、roots and leaves of Pseudostellaria heterophyllalocated in medicine base of Shibing county in Guizhou province were used as explants to establish a rapid propag ation technique system of micropropagation.The results showed that the best explants were stem tips and stems.The induction frequency was above 90% for the stem tips and stems cultured on the medium MS+ ZT 2.0mg/L+NAA0.01-0.08mg/L+3% sugar+1.2% agar,the differentiation ability of the shoot tip was higher than that of the stem.The suitable medium for adventitious shoot reproduction was MS+ZT 3.0mg/L+NAA 0.01mg/L+3% sugar+1.2% agar and the proliferation coefficient of adventitious bud reaches 10.The sound seedling medium and the rooting medium of shoots was MS+6-BA 3.0mg/L+NAA 0.2mg/L+3% sugar+1.2% agar.The root system differentiation was done also during the subculture,which could save the process of root induction and shorten the process of propagation.For the cultivation of vitro plantlet,the suitable ratio of transplanting medium for quartz sand and soil was 1∶2,the survival rate of transplanting reached 90%.

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)0.000
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 score0.027
Threshold uncertainty score0.207

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.009
GPT teacher head0.244
Teacher spread0.236 · 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