Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models.

Ai L, Muggleton SH, Liang SS, Baldwin GS

DOI: 10.1007/s10994-025-06868-0
Published: 2025
Container: Machine learning
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 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. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1007/s10994-025-06868-0,
  title = {Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models.},
  author = {Ai L and Muggleton SH and Liang SS and Baldwin GS},
  year = {2025},
  journal = {Machine learning},
  doi = {10.1007/s10994-025-06868-0},
  url = {https://doi.org/10.1007/s10994-025-06868-0}
}

RIS

TY  - JOUR
TI  - Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models.
AU  - Ai L
AU  - Muggleton SH
AU  - Liang SS
AU  - Baldwin GS
PY  - 2025
JO  - Machine learning
DO  - 10.1007/s10994-025-06868-0
UR  - https://doi.org/10.1007/s10994-025-06868-0
ER  -

APA

L, A., SH, M., SS, L., & GS, B. (2025). Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models.. Machine learning. https://doi.org/10.1007/s10994-025-06868-0

Source records

pubmed · retrieved 2026-09-26T08:50:27.048Z