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  • How to split project tasks fairly when collaborators have different bandwidt...

    Collaboration

    A senior PI may have less hands‑on time while a PhD student has more. Equal task counts are not equitable. What framework helps assign work fairly?

    Gregory Adams, George Perez and 37 others
    4 Comments
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  • Discussion: Is it acceptable to cite your own unpublished internal reports?

    Paper Discussion

    Sometimes you have internal lab reports, internal validation runs or whitepapers that are not public preprints. Are these appropriate citations in manuscripts, and how should they be formatted?

    Qiang Xia, Qiang Huang and 93 others
    3 Comments
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  • How to evaluate whether a short‑term research visit will produce real tangib...

    Question

    Short‑term research visits sound attractive, but some end up producing no substantial results. Before applying for visit funding, what factors do you weigh to estimate the real productivity potential of a planned research stay?

    Jeffrey Clark, Jason Sanchez and 52 others
    5 Comments
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    • Check whether there are pre‑defined concrete research tasks for the visiting period.

      4
      • Confirm access to required datasets, equipment or code at the host institute.

        2
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      • What are typical hidden pitfalls when performing subgroup analysis on experi...

        Paper Discussion

        Subgroup analysis is frequently used to explore heterogeneous experimental effects. Without careful handling it brings multiple risks including multiple‑comparison bias and small‑sample instability. What mistakes do you observe in published subgroup‑analysis work?

        Ping Zheng, Ping Lu and 92 others
        4 Comments
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        • Many researchers run many subgroup tests without pre‑registering their hypotheses.

          6
          • Small sample sizes within subgroups produce highly unstable effect estimates.

            4
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          • Curated list of open courses focused on academic research soft‑skills

            Resource Share

            I am collecting learning resources covering peer review writing, grant‑writing and research project management, not just technical coding or modelling. Has anyone found high‑quality free open courses for these soft‑skill topics?

            Jonathan Allen, John Smith and 56 others
            2 Comments
            • Several university public course channels have grant‑writing workshop recordings available on video platforms.

              8
              • Content quality varies widely, many are targeted for specific national funding systems.

                2