Evidence map›Paper›PMID 41190141›Full record

ArticleRSC advances2025

Data-driven exploration of Na-Bi compounds: a first-principles and machine learning approach to topological thermoelectrics.

Souraya Goumri-Said, Houssam Eddine Hailouf, Khalid Reggab, Kingsley Onyebuchi Obodo, Mohammed Benali Kanoun

Abstract read
In one paragraph

Article in RSC advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Souraya Goumri-SaidCollege of Science and General Studies, Department of Physics, Alfaisal University P.O. Box 5092 Riyadh 11533 Saudi Arabia sosaid@alfaisal.edu.ORCID https://orcid.org/0000-0002-9333-7862
Houssam Eddine HailoufMaterials Science and Informatics Laboratory, Faculty of Science, University of Djelfa 17000 Djelfa Algeria.ORCID https://orcid.org/0000-0003-3371-5574
Khalid ReggabMaterials Science and Informatics Laboratory, Faculty of Science, University of Djelfa 17000 Djelfa Algeria.
Kingsley Onyebuchi ObodoSchool of Agriculture & Science, University of KwaZulu-Natal Pietermaritzburg Scottsville 3209 South Africa.
Mohammed Benali KanounDepartment of Mathematics and Sciences, College of Sciences and Humanities, Prince Sultan University P.O. Box 66833 Riyadh 11586 Saudi Arabia.ORCID https://orcid.org/0000-0002-2334-7889

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We conduct an in-depth investigation of the structural, electronic, vibrational, thermodynamic, and thermoelectric characteristics of Na-Bi-based compounds, specifically tetragonal NaBi, hexagonal NaBi

Identifiers

PMID41190141
PMCPMC12580973

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.