A systematic review of artificial intelligence in small ruminant production systems: applications, performance outcomes, and reported implementation challenges.
- DOI
- 10.1186/s12917-026-05806-z
- Published
- 2026-08-20
- Container
- BMC Vet Res
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- 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.
- supportingOpen access status: Normalized open-access status: open.
- 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.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1186/s12917-026-05806-z,
title = {A systematic review of artificial intelligence in small ruminant production systems: applications, performance outcomes, and reported implementation challenges.},
author = {Ghazy AA and Abu El-Naser IA.},
year = {2026},
journal = {BMC Vet Res},
doi = {10.1186/s12917-026-05806-z},
url = {https://doi.org/10.1186/s12917-026-05806-z}
}RIS
TY - JOUR TI - A systematic review of artificial intelligence in small ruminant production systems: applications, performance outcomes, and reported implementation challenges. AU - Ghazy AA AU - Abu El-Naser IA. PY - 2026 JO - BMC Vet Res DO - 10.1186/s12917-026-05806-z UR - https://doi.org/10.1186/s12917-026-05806-z ER -
APA
AA, G., & IA., A. E. (2026). A systematic review of artificial intelligence in small ruminant production systems: applications, performance outcomes, and reported implementation challenges.. BMC Vet Res. https://doi.org/10.1186/s12917-026-05806-z
Source records
- europe-pmc · retrieved 2026-09-27T01:37:35.158Z
- doaj · retrieved 2026-09-27T01:37:35.159Z