DataCite, GitHub, Zenodo: the three-cornered software-citation stack
Software citation in 2026 runs on a three-cornered stack. The roles of DataCite, GitHub, and Zenodo — and what integrators should do about the seams.
Editorial · Explainer
In-depth, evidence-led explainers on research-administration standards — persistent identifiers, FAIR data, reproducibility frameworks, responsible assessment, and the policy landscape shaping them.
Software citation in 2026 runs on a three-cornered stack. The roles of DataCite, GitHub, and Zenodo — and what integrators should do about the seams.
Open peer review is mainstreaming. The signals, identifiers, and attribution mechanisms that make it work — and the gaps that still need closing in 2026.
CRIS systems are converging on interoperability but the three dominant data models still misalign. A practical guide to the CERIF-Pure-VIVO triangle.
Carbon-aware scheduling, geographic shifting, and the practical work of cutting academic HPC’s emissions footprint. What clusters are doing in 2026.
Latin America’s Diamond OA infrastructures have run a successful model for two decades. What the rest of the world is finally learning from SciELO, Latindex, and AmeliCA.
FAIR maximises openness; CARE centres Indigenous sovereignty. A walkthrough of the GIDA Manifesto’s reconciliation framework and what implementers should do.
ICMJE authorship plus CRediT contributorship: a practical 2026 guide to the 14 roles, lead/equal/supporting qualifiers, JATS XML, and journal-specific expectations.
NSF’s revised broader-impacts criterion sharpens evidence requirements. A practical guide for applicants and research administrators handling proposals in 2026.
ICMJE rejects AI as an author; publishers require structured disclosure. A 2026 map of who asks for what, the hallucination problem, RAG, and watermark detection.
The PID quartet that anchors modern research metadata: how ORCID, ROR, RAiD, and DOIs interlock in 2026, and what’s still broken at the crosswalk layer.
RDA’s DMP Common Standard v2 reorganises the machine-actionable data management plan. A field-by-field walkthrough of what changed and why.
A practitioner’s tour of EQUATOR’s reporting guidelines, when each applies, FAIR4RS for software, and the registered-report turn in 2026.
The 2026 EOSC Federation governance refresh: new node-membership criteria, the sustainability funding model, and how integrators should reposition.
From DORA (2012) to CoARA (2022) to UKRI’s 2024 R4RI mandate: the slow institutional turn against the impact factor and toward narrative CVs.
What the EU AI Act actually requires of research administrators, where the exemptions sit, and the practical compliance checklist for institutions in 2026.
From PDF DMP to RDA-compliant maDMP: tooling, integration, and the new requirement for software-management plans alongside data plans.
RDA Maturity Model, F-UJI, FAIR-Aware, CESSDA, ARDC: which FAIR assessment tool to choose, when, and how to integrate with institutional repositories.
PRISMA’s 2026 revision adds AI-assisted screening, living review checklists, and machine-readable flow diagrams. What systematic reviewers need to update.
LEAF awards, My Green Lab certification, freezer management, single-use plastics, sustainable HPC, conference travel: practical sustainability in the 2026 research lab.
Current and pending support, foreign-component disclosure, NIH Other Support, foreign-talent-recruitment programmes: the 2026 NSPM-33 compliance landscape.
The CARE Principles, OCAP, Te Mana Raraunga, Maiam nayri Wingara, FPIC, and Traditional Knowledge Labels: integrating Indigenous data sovereignty alongside FAIR.
ORCID’s 4.0 IDR refresh tightens the contributor-affiliation-funding crosswalk. A walkthrough of what changes for CASRAI integrations and what publishers should do now.