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  • What is your threshold for deciding that pilot experiments justify investing...

    Question

    Pilot experiments deliver preliminary signals. Positive pilot results do not guarantee full‑study success, while negative pilots may come from limited sample size. What criteria do you apply before green‑lighting large‑scale data collection based on pilot outputs?

    Hui Lin, Hua Liao and 47 others
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  • How to onboard short‑term visiting researchers into an ongoing collaborative...

    Collaboration

    Short‑term visiting scholars join projects for weeks or months. They need to absorb project background, code conventions and data workflows quickly. What onboarding routines work best for time‑limited visiting collaborators?

    Adam Evans, Aaron Roberts and 11 others
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    • Prepare a compact pre‑reading package covering core papers and project history ahead of arrival.

      2
      • Assign a dedicated local buddy for day‑to‑day technical questions.

        2
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