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Record W7083632759 · doi:10.5539/ep.v14n2p29

Plant Growth-Promoting Rhizobacteria with Antimicrobial and Auxin-Producing Potential: Toward Eco-Friendly Agricultural Solutions

2025· article· en· W7083632759 on OpenAlexvenueno aff

Bibliographic record

VenueEnvironment and Pollution · 2025
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicArchaeology and ancient environmental studies
Canadian institutionsnot available
Fundersnot available
KeywordsBacillus subtilisAntimicrobialStreptomycesRhizobacteriaFusarium oxysporumBiological pest controlCrop

Abstract

fetched live from OpenAlex

Strains of the genus Streptomyces and the species Bacillus subtilis can produce secondary metabolites such as antimicrobials and phytohormones like auxins. Therefore, different Streptomyces spp. and B. subtilis strains were evaluated for their antimicrobial activity against phytopathogenic microorganisms. The highest inhibitions against Clavibacter michiganensis by each genus was 100 % comparable to various antibiotics, while inhibition against Fusarium oxysporum was 39 and 20 % for Streptomyces and B. subtilis respectively. One of the strains from each genus with the best results was subsequently selected to evaluate their phytohormone production in submerged culture. The selected Streptomyces strain showed a maximum accumulation of 2.2 mg/L in Gause medium on day 12, and B. subtilis produced 1.6 mg/L at hour 72 in LB medium. These results suggest that the selected strains can be used as biocontrol agents due to their antimicrobial activity and their capacity to produce phytohormones that promote growth and crop 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.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.533

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 studies0.0010.000
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 head0.006
GPT teacher head0.161
Teacher spread0.155 · 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 designObservational
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
Published2025
Admission routes1
Has abstractyes

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