[KongchangAI]
ConceptScientific Commons

Scientific Commons

The totality of shared knowledge, data, methods, and tools in scientific research, including public infrastructure such as open papers, gene databases, open-source software, and peer review mechanisms.

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Oct 22

The scientific commons refers to the sum of shared knowledge, data, methods and tools in scientific research.

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Oct 22

The erosion of the scientific commons is a gradual institutional drift rather than a single event, manifesting as the cumulative effect of tightening data licensing terms, secrecy of model details and drift in evaluation metrics.

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