10:00-11:00 Arnaud Vaganay, Director of Meta-Lab

Talk can be found here: https://osf.io/bysa8/

and BITSS Catalyst

reproducible research = same results with the same protocol and data \cite{Peng_2009}
replicable research = similar results with the same protocol but new data
About the p-value "When a measure becomes a target, it ceases to be a good measure" Goodhart Law
Solutions proposed:
  1. Research teams need to skill up in statistics and data science. This can be achieved through training and more heterogeneous teams.
  2. Pre-register studies: specify and publish hypotheses beforehand (https://cos.io/prereg/).
  3. Better curate workflows (github etc.)
  4. Reflect on what could affect personal judgement
  5. Attempt a replication!
Interesting article: " Why Most Published Research Findings Are False " \cite{Ioannidis_2005}
Problems with replicating research:
- difficult to find funding
- difficult to get published

11:00-11:30 Martin Vetterli, EPFL President

11:30-12:30 Laurent Gatto, Computational Proteomics Unit, University of Cambridge, UK

\(\)FIndtalkhere:  Blogpost related to the presentation: https://lgatto.github.io/EPFL-open-science/
openHayouHaveherself/himselfherself/hiselfresearchisHave you ever heard a scientist introducing herself/himself as a "closed scientist" ? No. So "when will 'open science' become simply 'science'? \cite{Watson_2015}.
What is open research?
Answer: research output = free to access (read) + free to use/re-use/mine + free to disseminate (publish) + inclusive
Open Science should be open as welcoming ! There is a variety of situations that researchers face. We cannot only think as privileged  
\(\)Are you wondering why to work reproducibly? Here are 5 reasons: \cite{Markowetz_2015}.
No researcher is too junior to fix science \cite{Tregoning_2017}.
"If you want to go fast, go alone. If you want to go far, go together."
Workshop Day 1.
Stakeholders
Topics to discuss:
Group 1:  Microbial and Neural Science
  Group 2: Computational Biology
Group 3:
The quality of the open access journals are not recognized by t he conventional credit system. (e.g. EPFL does not finance to publish in hybrid open-access journals)
Solutions:
The importance of the reproducability is not enforced in research practices.