How Meaning Shapes a Rule: Neural Signatures of Morphological Learning and Generalization

Marianne Azar, Alec Marantz

Open source

DOI: 10.31234/osf.io/vu5k4_v3
Published: 2026-09-16
Container: Not recorded
Publisher: Center for Open Science
Open access: unknown

Credibility signals

uncertain Score 60/100 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. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
cautionPublication version: Identified as a preprint; peer review and later versions may change the record. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.31234/osf.io/vu5k4_v3,
  title = {How Meaning Shapes a Rule: Neural Signatures of Morphological Learning and Generalization},
  author = {Marianne Azar and Alec Marantz},
  year = {2026},
  doi = {10.31234/osf.io/vu5k4_v3},
  url = {https://doi.org/10.31234/osf.io/vu5k4_v3}
}

RIS

TY  - JOUR
TI  - How Meaning Shapes a Rule: Neural Signatures of Morphological Learning and Generalization
AU  - Marianne Azar
AU  - Alec Marantz
PY  - 2026
DO  - 10.31234/osf.io/vu5k4_v3
UR  - https://doi.org/10.31234/osf.io/vu5k4_v3
ER  -

APA

Azar, M., & Marantz, A. (2026). How Meaning Shapes a Rule: Neural Signatures of Morphological Learning and Generalization. https://doi.org/10.31234/osf.io/vu5k4_v3

Source records

crossref · retrieved 2026-09-25T18:09:25.949Z