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Open science is a global movement aimed at making scientific research transparent, accessible, reproducible, and collaborative. It spans open access publishing, open data, open-source software, and decentralized research funding models. Supporting open science is not symbolic—it requires concrete structural decisions. 🔬

Below is a structured guide for individuals, institutions, and organizations.

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Publish in Open Access Journals

Publishing in open access (OA) venues ensures that research is freely available without paywalls.

Action steps:

• Submit to reputable OA journals.
• Deposit preprints on platforms like arXiv or bioRxiv.
• Use permissive licenses (e.g., CC BY) to maximize reuse.
• Avoid predatory publishers—verify indexing and peer review standards.

Impact: Increased citation rates, global accessibility, and faster knowledge diffusion. 📈

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Share Data and Code Transparently

Reproducibility is foundational. Open data and open-source code allow independent verification.

Tools:

• GitHub (code hosting)
• Zenodo (DOI for datasets/software)
• Figshare (data sharing)

Best practices:

• Include documentation and reproducibility instructions.
• Use version control.
• Assign DOIs for citation.
• Choose clear licenses (MIT, Apache 2.0, GPL).

Impact: Prevents scientific stagnation and accelerates cumulative progress. 🔁

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Support Open Infrastructure Financially

Open science depends on infrastructure—repositories, servers, review platforms, and governance tools.

Ways to contribute:

• Donate to open research collectives.
• Support community-led funding initiatives.
• Contribute to decentralized science (DeSci) ecosystems.
• Sponsor open-source maintainers.

Platforms like GitHub Sponsors or emerging DeSci networks (e.g., VitaDAO) experiment with transparent funding models.

Impact: Reduces dependence on closed institutional gatekeepers. 💰

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Advocate for Policy Reform

Structural change requires governance reform.

Promote:

• Mandates for publicly funded research to be open access.
• FAIR data standards (Findable, Accessible, Interoperable, Reusable).
• Transparent peer review.
• Open grant evaluation processes.

Institutions and governments respond to coordinated advocacy from researchers and civil society.

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Participate in Open Peer Review and Collaboration

Open peer review increases accountability and reduces bias.

You can:

• Review preprints publicly.
• Participate in collaborative grant review models.
• Join open research communities.

This shifts science from hierarchical gatekeeping toward network-based evaluation. 🌐

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Teach and Normalize Open Practices

Cultural change is decisive.

• Train students in reproducible workflows.
• Require data sharing in lab policies.
• Reward openness in hiring and promotion criteria.
• Integrate open science into curricula.

Open science becomes stable only when incentives align with openness.

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Strategic Perspective

Supporting open science is not only about accessibility—it is about epistemic robustness. Closed systems create fragility, opacity, and power concentration. Open systems distribute verification and reduce systemic risk.

For researchers building new mathematical frameworks, decentralized infrastructures may also protect unconventional work from institutional bottlenecks—provided transparency and reproducibility standards remain rigorous. ⚖️

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Summary Checklist

Role	High-Impact Action
Researcher	Publish OA + share reproducible code
Developer	Maintain open-source research tools
Donor	Fund open infrastructure
Institution	Mandate open access policies
Student	Learn and practice reproducible science

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Open science is not a slogan. It is an architectural redesign of knowledge production. Supporting it requires operational commitment at every layer—publication, infrastructure, funding, and governance.

👉 To support open science, donate to AI Internet-Meritocracy app that provides funding infrastructure for open science, fairly.