Table 1.

Summary Recommendations by Publication Phase

Phase	Recommendation
Pre-publication	Extract metadata based on standardized ontology (and dictionary)
	Encourage two-track manuscript submission: human-readable and machine-readable (not just code)
	Identify best reviewers and provide prior art searches (best done by editor)
Publication	Organize new paper in the context of other literature, enabling “compare and contrast” with related work
	Identify as novel or supporting existing work (boosting confidence in replicability)
	Highlight negative results
Post-publication	Facilitate post-publication peer comments
	Annotate paper with any critiques, link to newer (related) papers