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Record W2151022470 · doi:10.5376/mpr.2012.02.0003

Antimicrobial Evaluation of Some Dental remedial Plant Extracts from Pakistan

2012· article· en· W2151022470 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

VenueMedicinal Plant Research · 2012
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicEssential Oils and Antimicrobial Activity
Canadian institutionsnot available
Fundersnot available
KeywordsRemedial educationAntimicrobialTraditional medicineDentistryMedicineBiologyMicrobiologyPolitical scienceLaw

Abstract

fetched live from OpenAlex

The study was conducted to determine antimicrobial activity of stem extracts popularly used in folk medicine to treat dental plague and caries in human. The sampling was done during the months of May, June and July 2011. Two methods were employed for the determination of antimicrobial activities, an agar well diffusion method and determination of MIC. The aqueous, ethanolic, and hexane extracts were assayed for antimicrobial activities. The following bacterial strains were employed in the screening studies: Streptococcus mutans , Enterococcus faecalis , Prophyromonas gingivalis , Streptococcs sobrinus , Lactobacillus acidophilus , Lactobacillus plantum , Streptococcus sanguis , Actinomyces viscosus , Lactobacillus casei , Streptococcus salivarius , Staphylococcus aureus , Bacillus sublitis , Streptococcus viridians , Escherichia coli , Aspergillus niger , Penicillum notatum and Candida albicans . The results has revealed significant antibacterial effect of the ethanol extract. The study thus justifies ethanolic medicinal use of the plants as a dental plague remedy. Key words: aqueous, ethanolic, hexane extracts, antimicrobial organisms, minimum inhibitory concentration (MIC)

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.236
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
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)0.0010.000

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 head0.133
GPT teacher head0.366
Teacher spread0.233 · 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