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Record W4412369116 · doi:10.18280/rcma.350313

Antibacterial Activity of MgO Nanoparticles Prepared by Hydrothermal Method Against Clinical Isolated of Gram Negative Bacteria

2025· article· en· W4412369116 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

VenueRevue des composites et des matériaux avancés · 2025
Typearticle
Languageen
FieldMaterials Science
TopicMagnesium Oxide Properties and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsBacteriaHydrothermal circulationGram-negative bacteriaAntibacterial activityGramMicrobiologyGram-positive bacteriaChemistryNanoparticleMaterials scienceNanotechnologyAntibioticsBiologyBiochemistryEscherichia coli

Abstract

fetched live from OpenAlex

The study demonstrates the production of nanomagnesium oxide prepared using the hydrothermal method.As well as studying the optical, morphological and structural properties of magnesium oxide.As well as studying the effect of concentration on inhibiting negative Gram bacteria Escherichia coli (E.coli) activity.According to the structural parameters analyzed with FESEM, all preparations with varying amounts of MgO had an erratic crystal structure.According to the optical properties, changes in material concentration resulted in an increase in the absorption value (2.011, 2.11, 2.25 a.u).energy gaps are determined to be between 1.7-2.03eV since this intersection represents the energy gap of the permitted direct digital transitions.MgO nanoparticles were agglomerated with irregular morphologies and displayed a spherical perimeter.The MgO nanoparticles that were produced using hydrothermal synthesis have a morphology that is characterized by a particle size of sixty nanometers.A crystalline -structure of a produced MgO NPs was examined.Major powerful peaks with 2 values of 39.52, 36, 33.72, 33.705, 33.64, 33.63, 32.49, 20.61, 19 and 18.53 degree.A data indicated that an inhibitory effect of MgO nanoparticles is depending on (concentration).A highest concentration of 2 g magnesium oxide was the most inhibitory to Gram-negative bacteria E. coli.

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 score0.049
Threshold uncertainty score0.893

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.047
GPT teacher head0.344
Teacher spread0.297 · 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