Predicting competitive outcomes in professional e-sports from 60-second pre-match voice acoustics using machine learning
- DOI
- 10.3389/fpsyg.2026.1819513
- Published
- 2026-09-07
- Container
- Frontiers in Psychology
- Publisher
- Frontiers Media SA
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.3389/fpsyg.2026.1819513,
title = {Predicting competitive outcomes in professional e-sports from 60-second pre-match voice acoustics using machine learning},
author = {Gabriel Kadri and Raphael I. M. Santos and Felipe O. Aguiar and Victor H. O. Otani and Ricardo R. Uchida and Lucas M. Marques},
year = {2026},
journal = {Frontiers in Psychology},
doi = {10.3389/fpsyg.2026.1819513},
url = {https://doi.org/10.3389/fpsyg.2026.1819513}
}RIS
TY - JOUR TI - Predicting competitive outcomes in professional e-sports from 60-second pre-match voice acoustics using machine learning AU - Gabriel Kadri AU - Raphael I. M. Santos AU - Felipe O. Aguiar AU - Victor H. O. Otani AU - Ricardo R. Uchida AU - Lucas M. Marques PY - 2026 JO - Frontiers in Psychology DO - 10.3389/fpsyg.2026.1819513 UR - https://doi.org/10.3389/fpsyg.2026.1819513 ER -
APA
Kadri, G., Santos, R. I. M., Aguiar, F. O., Otani, V. H. O., Uchida, R. R., & Marques, L. M. (2026). Predicting competitive outcomes in professional e-sports from 60-second pre-match voice acoustics using machine learning. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1819513
Source records
- crossref · retrieved 2026-09-25T05:06:39.322Z