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Record W4376632048 · doi:10.56588/iabcd.v2i1.140

BUTEA MONOSPERMA: ETHANOMEDICINAL STUDIES AND PHARMACOLOGY: A REVIEW

2023· review· en· W4376632048 on OpenAlexaff
Dharti Methaniya, Riddhi Rathore, Hitesh Solanki

Bibliographic record

VenueInternational Association of Biologicals and Computational Digest · 2023
Typereview
Languageen
FieldMedicine
TopicNatural Antidiabetic Agents Studies
Canadian institutionsImpact
Fundersnot available
KeywordsRevegetationFabaceaeBiologyPhytochemicalTraditional medicineBotanyMedicine

Abstract

fetched live from OpenAlex

Butea monosperma (Lam.) Taub (Syn Butea frondosa Family Fabaceae), also known as "palas" and "Flame of forest," is one of several natural crude medications used in traditional medicine that have the ability to treat a variety of diseases and ailments1. Butea monosperma is a tropical and subtropical climate tree that grows gregariously in woods, open grasslands, and wastelands in India's drier regions. It thrives in a broad range of soil types, including saline or wet soils, clay loams, shallow, gravelly locations, and black cotton soil. It is an upright, 12- to 15-meter-tall tree with a crooked trunk and uneven branches. Butea monosperma comes in a number of species all over the world. 3 foliate, big, and pointed leaves are present. Many components from Butea species, including amides, lactones, flavonoids, sterols, and alkaloids, have been identified. For products like feed, fuel, fibers, timber, gum or resin, dyestuff, and historically for a number of ailments, Butea monosperma is recognized as a trustworthy source. Pharmacologically, Butea monosperma has been linked to a number of effects, including anthelmintic, anticonvulsant, and anticonceptive4. anti-diabetic, anti-diarrheal, anti-estrogenic, anti-fertility, anti-inflammatory, anti-microbial, anti-fungal, anti-bacterial, anti-stress, chemopreventive, hemagglutinating, hepatoprotective, radical-scavenging, thyroid inhibitory, antiperoxidative, anti-hyperglycemic, and wound healing properties. The current review goes into great detail into the morphology, ethnobotany, phytochemical components, and traditional uses of each plant part, as well as the products made by the plant and the pharmacological functions of each plant part [7].

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.893
Threshold uncertainty score0.714

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
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 head0.109
GPT teacher head0.444
Teacher spread0.335 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations6
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueInternational Association of Biologicals and Computational DigestSame topicNatural Antidiabetic Agents StudiesFrench-language works237,207