Layers are structured, evidence-oriented additions that help contextualize, validate, and refine scientific insights.
Three distinct categories to capture different dimensions of scientific knowledge.
A simple, step-by-step process to contribute your expertise to the research community.
Browse published research insights on PhotoRedox and identify content relevant to your work.
Select the appropriate layer type based on the knowledge you want to contribute: Reproduction for replication attempts, Caveat for limitations, or Optimization for improvements.
Keep your contribution concise, evidence-oriented, and academically rigorous. Focus on objective observations and reproducible details.
Your layer updates the community signals displayed on the insight, helping other researchers understand reproducibility, constraints, and optimizations at a glance.
Dive deeper into each layer type to understand best practices and see examples.