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Record W2378111555

Fermentation characteristics and changes of lactic acid bacteria isolated from ensiling Lespedeza hedysaroides

2012· article· en· W2378111555 on OpenAlexaff
Sun Qi-zhong

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Quality and Safety Studies
Canadian institutionsCAE (Canada)
Fundersnot available
KeywordsSilageLactic acidButyric acidFermentationFood scienceLactobacillus plantarumBacteriaChemistryBiology
DOInot available

Abstract

fetched live from OpenAlex

Two strains of lactic acid bacteria(LAB) were isolated from fresh Lespedeza hedysaroides,and Pediococcus pentosaceus(LH29﹚and Lactobacillis plantarum(LH33) were obtained by 16S rRNA method and traditional identification methods.This study showed that the acid-production rate of LH29 was better than that of LH33 in the early stage of ensiling,but the LH33 was better than LH29 in the later stages.SNOW LACT-L(SL) and Acremonium cellulose(AC) were used as additives to L.a hedysaroides silage.During the fermentation process,LAB in SL+AC treatments was bigger significantly than that in the control silage(CK) after two days of ensiling(P0.05).On the thirtieth day,the numbers of aerobic bacteria,yeasts,molds and E.coli in all treatments decreased,in which E.coli declined significantly(P0.05).Compared to CK,all the silages with additives had significantly lower pH,NH3-N,butyric acid concentration and significantly higher lactic acid content(P0.05).The improvement in silage quality was graded basing on Flieg score: ACSL+ACSLCK.The highest Flieg point was obtained from tests with AC and SL+AC.

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 score0.900
Threshold uncertainty score0.239

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 head0.052
GPT teacher head0.255
Teacher spread0.203 · 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
Published2012
Admission routes1
Has abstractyes

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