SciSchema.org: First Release Dataset

This dataset contains the materials used to develop and evaluate SciSchema.org: a collection of machine-actionable schemas for describing scientific processes. It includes the final expert-annotated schemas, intermediate model-generated schemas, domain-expert feedback, source materials, community-building documents, and analysis outputs. Navigating the dataset core/ contains one folder for each of the 16 scientific processes. For each process, master-schema/ holds the final expert-annotated schema in JSON Schema (.json) and SHACL, serialized in Notation3 (.n3). The stage-* folders preserve the process descriptions, model-generated schemas, and expert feedback from successive development stages; metadata.csv records process-level metadata. raw-expert-feedback/ contains the exported expert-feedback form responses in TSV format. community-building/ contains calls for participation and instructions used during community data collection and schema development. paper-analysis/ contains analysis data, scripts, and generated figures used for the accompanying paper. This includes token-length analyses, structural schema-complexity analyses, final expert-rating analyses, and figure-generation scripts. The subfolder paper-analysis/figure_3/ contains the data, script, and outputs for the Data Overview section figure in the paper, summarizing the structural characteristics of the 16 final expert-annotated master schemas. For direct reuse, begin with core/<process>/master-schema/. Use the staged materials, raw feedback, and paper-analysis/ files when examining how a master schema was developed or reproducing the analyses reported in the accompanying paper. Online access A live version of SciSchema.org is actively maintained. Persistent access to the collection is provided through the SciSchema W3ID namespace. The schema catalogue provides persistent access to the published schemas. The development repository contains the JSON Schema files served by the website. This archive is a versioned research snapshot intended to accompany its Zenodo record and the associated paper. Use the live resource for current schemas and this archived version for reproducible reference. License This dataset is released under the Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0), unless otherwise stated. Reusers may share and adapt the materials, including the schemas, provided that appropriate credit is given and adaptations are distributed under the same license. Analysis scripts included in this archive are provided for reproducibility. Unless otherwise indicated, they may be reused under the same license as the dataset. Related Data Descriptor This dataset accompanies the Data Descriptor SciSchema.org: A Multidisciplinary Collection of Schemas for Structured Scientific Process Descriptions. Citation If you reuse this dataset, please cite the Zenodo record. The published Data Descriptor citation is forthcoming.