Subject: Research coding software 20 general knowledge quiz questions. It should take around 4 minutes to complete all the questions.

Subject: Buffer exchange instrument 8 general knowledge quiz questions. It should take around 2 minutes to complete all the questions.

Subject: Quality measurement system analysis 25 general knowledge quiz questions. It should take around 5 minutes to complete all the questions.

Subject: Experimentation alignment 19 general knowledge quiz questions. It should take around 4 minutes to complete all the questions.

Subject: Open access article data reuse 8 general knowledge quiz questions. It should take around 2 minutes to complete all the questions.

Subject: Open access article data federation 19 general knowledge quiz questions. It should take around 4 minutes to complete all the questions.

Subject: Digital research network 19 general knowledge quiz questions. It should take around 4 minutes to complete all the questions.

Subject: Research transparency network 26 general knowledge quiz questions. It should take around 6 minutes to complete all the questions.

Subject: Established hypothesis 27 general knowledge quiz questions. It should take around 6 minutes to complete all the questions.

Subject: Final calibration 37 general knowledge quiz questions. It should take around 8 minutes to complete all the questions.

Subject: Transparent research 8 general knowledge quiz questions. It should take around 2 minutes to complete all the questions.

Subject: Co-validation protocol 11 general knowledge quiz questions. It should take around 3 minutes to complete all the questions.

Subject: Co-validation procedure 11 general knowledge quiz questions. It should take around 3 minutes to complete all the questions.

Subject: Machine learning collaboration software 24 general knowledge quiz questions. It should take around 5 minutes to complete all the questions.

Subject: Figure 16 32 general knowledge quiz questions. It should take around 7 minutes to complete all the questions.

Subject: Pipeline best practices 31 general knowledge quiz questions. It should take around 7 minutes to complete all the questions.