arXiv (All)
open access
Open Science, Closed Models: How Funding Shapes AI in Science
How funding shapes AI engagement in science is poorly understood despite its structural importance. We analyze 104,226 scientific papers (2018-2025), linking funding acknowledgments to how each paper engages with foundation models: whether it extends a model (fine-tunes or builds on it), uses one wi
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Open Science and Intellectual Property Rights. How can they better interact? State of the art and reflections. Report of Study. European Commission#99142
- How open science helps researchers succeed#335839
- Walking the walk through the open door: Realising Open Science infrastructures#16432
- Planning for an Open Research Future: A Practical Resource and Evidence-Based Guidance, 2025-2026#222063
- Open Science in the Age of AI: Copyright, Bias, and Access to Knowledge#164247
Record · ID 1051840
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive