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Record W2357203371

Study on Effect of 6-BA and IBA on Flavonoid Production of Danbo Black Soybean Callus

2007· article· en· W2357203371 on OpenAlexvenueno aff
Xiaohong Zhang

Bibliographic record

VenueSeed · 2007
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicSoybean genetics and cultivation
Canadian institutionsnot available
Fundersnot available
KeywordsCallusRutinQuercetinFlavonoidYield (engineering)ChemistryInoculationExplant cultureHorticultureBotanyBiologyIn vitroBiochemistryMaterials scienceAntioxidant
DOInot available

Abstract

fetched live from OpenAlex

Below hypocotyls of danbo black soybean were selected as explant and inoculated in 1/2MSN6 ( inorganic of MS + organic of N6) medium and acquired identical callus.Quantitative identical callus were inoculated in medium with different concentration of 6-BA and IBA for 15 days,callus weighed,and dried and weighed up.Flavonoid were extracted from callus and measured biological yield of rutin and quercetin.The results showde that biological yield of callus were the weightest in culture medium of 2mg/L 6-BA;and bilolgical yield of callus were influencde by interaction of different concentration of 6-BA and IBA;biological yield of rutin were the higest in culture medium of 2mg/L 6-BA;biological yield of quercetin were the higest in culture medium of 2mg/L 6-BA,and biological yield of quercetin became less and less while contention of IBA increasing;biological yield of rutin and quercetin were remarkably positive related to biological yield of callus;biological yield of quercetin was significantly positive related to biological yield of rutin.

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.

How this classification was reachedexpand

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.644
Threshold uncertainty score0.103

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 head0.016
GPT teacher head0.241
Teacher spread0.225 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2007
Admission routes1
Has abstractyes

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