In this new paper published in the Royal Society Open Science, we introduce an epistemological framework for citizen science that values diversity in the discovery process and is built on three philosophical foundations: perspectival realism, a naturalistic process-based epistemology, and deliberative social practices. These foundations shift the focus from immediate outcomes to the cognitive and social processes that foster sustainable scientific innovation and productivity, advocating for an ecological approach to scientific research and assessment.