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Publication Policy Breakout. Peter Olver Matthias Troyer Ron Boisvert Carol Woodward Neil Calkin Judy Borwein Nicolas Limare Ian Mitchell Randy LeVeque. Recommend that we put forth a set of best practices for what authors should do for reproducibility.
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Publication Policy Breakout • Peter Olver • Matthias Troyer • Ron Boisvert • Carol Woodward • Neil Calkin • Judy Borwein • Nicolas Limare • Ian Mitchell • Randy LeVeque
Recommend that we put forth a set of best practices for what authors should do for reproducibility • Set of procedures for authors, referees, and editors • Put forth a rubric for rating papers that all can use • Individual journals could adapt this as appropriate • Could pull examples from sources where reproducibility is encouraged currently • SIGMOD • IPOL • Ian’s conference (he has a draft set of recommendations)
What would best practices include? • VM (full supplied by authos, reference VMs and partial VMs) • Pros: Can execute anywhere • Cons: Big (IPOL does not allow VMs because of this, reference and partial will make these submissions smaller), proprietary software is an issue • All source codes • Pros: All source present • Cons: Hard to install and run in general (can specify compilers and make procedures to help with this) • Code excerpts with implementations of relevant algorithms (ETH requires this, Science requires this – has retracted papers for this) • Pros: Protects development investment, lower barrier to submit • Cons: Hard to run for testing • Documentation (in and out of code) and instructions for running code • Test suites for submitted code and / or algorithms
How to introduce this expectation into the published literature • Invite accepted papers to submit to a reproducibility review • If not reproducible as submitted, ask for more information to bring them up to the standard • Develop a special issue where papers undergo a reproducibility review (like an editors’ choice issue) • Overlays for arXiv, other archives or journals (like a certification webpage) with links to pointers to “certified” papers • Supplementary journals like SIAM Imaging Science and IPOL • Certifying journals on sites like Romeo or ISI Thompson
Other items discussed • Award: we generally all thought awards for excellent papers meeting reproducibility criteria would be good. However, we thought it a bit premature now. Let’s introduce criteria and standards of best practices then introduce awards in 3-5 years. • Who would do reproducibility reviews? Will senior researchers respect the review? • For SIGMOD it has been students and postdocs. • Accepted papers have been asked to go through the process so generally senior researchers have been OK with process. • How to bring in standards for reproducibility? • Optional but bring in a certification system for those that meet it • Positive encouragement from referees and editors – “This is a good paper but it would be better if…” • Key is to ensure editors make referes aware of the expectation and opportunities
More points • Refereeing this will take time. How do you handle that? • A certification level could be one that has a level that certifies that the paper has the information to be reproducible but this has not been checked. • Results on super computers could be problematic. Here details but not executables could be provided. SIGMOD tested used donated computer time. • Remaining questions: • How to deal with release restrictions form industry and labs? • What about papers from numerical analysts with small problems for numerical results?
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