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Upload type:
Dataset

Title:
Mathematical Modelling Competency Profiles Across Engineering Mathematics Curriculum Pathways: Synthetic Data and Reproducibility Code

Creators:
Li, Shiyu
Affiliation: School of Mathematics and Physics, Jiangxi University of Science and Technology, Ganzhou, Jiangxi, China
ORCID: 0009-0001-1722-1649

Description:
Synthetic microsimulation data, scenario profiles, model parameters, operational coding materials, reliability-check materials, reproduction code, and figure-source files supporting a reproducible score-interpretation audit of engineering mathematics curriculum pathways. The data are synthetic and do not contain observed classroom data, identifiable participant information, institutional records, interviews, survey responses, or classroom observations.

Version:
1.0.0

Language:
English

Keywords:
mathematics education; mathematical modelling; engineering mathematics; curriculum pathways; synthetic microsimulation; score-interpretation audit; competency profile; reproducibility

License:
Creative Commons Attribution 4.0 International (CC BY 4.0)

Related work / manuscript title:
Mathematical Modelling Competency Profiles Across Engineering Mathematics Curriculum Pathways: A Reproducible Score-Audit Study

Recommended data availability statement for the manuscript/submission system:
The synthetic microsimulation data, scenario profiles, model parameters, operational coding materials, reliability-check materials, reproduction code, and figure-source files are openly available in Zenodo at https://doi.org/10.5281/zenodo.20301341. The data are synthetic microsimulation outputs and do not contain observed classroom data, identifiable participant information, or institutional records.

Important note:
If Zenodo assigns a different DOI, replace 10.5281/zenodo.20301341 with the final Zenodo Version DOI in the manuscript, Title Page, CITATION.cff, README.md, and submission-system data availability field.
