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What makes a good scientific paper

Put external scripts or compiled programs in how to make peking duck at home the bin directory.
These collaborators might be new grad students or postdocs in the lab or they might be you returning to a project that has been idle for some time.
The goal here is to improve machine and human readability, but not to do vigorous data filtering or add external information.Instead of an email-based workflow, we recommend mirroring good practices for managing software and data to make writing scalable, collaborative, and reproducible.In particular, they may wish to create 1 change log file per contributor and to merge those files whenever a backup copy is made.Give functions and variables meaningful names.Also, they may not have the answer we need anyway.Make dependencies and requirements explicit.The practices described here are increasingly incentivized by requirements from journals and funding agencies, but the time and skills required to actually do them are still not being valued.Even if a PI doesn't have a background in computation, they can require that students show and share their code in lab meetings and with lab mates, those data are available and accessible to all in the lab, and that computational methods sections are comprehensive.Human short-term memory is famously incapable of holding more than about 7 items at once.Some data-cleaning tools, such as OpenRefine, provide a graphical user interface but also automatically keep track of each step in the process.
Research by Frank Flynn and Vanessa Bohns suggests that we tend to grossly underestimate how likely others are to agree to requests for assistance.
Another unfounded assumption is the fear that we will ask for advice and the person will refuse, leaving us embarrassed.These files can be thought of as the "scientific guts" of the project.For example, choosing a region of interest in an image is inherently interactive, but you can save the region chosen as a set of boundary coordinates.Similarly, Liljenquist and Galinsky found that when facing conflict in negotiations, asking your counterpart for advice increases perspective taking, thus leading to quicker and more likely resolutions of the conflict.The first type is files or groups of files that perform the core analysis of the research, such as data cleaning or statistical analyses.Science and knowledge, what is science?Collaboration You may start working on what can you make with bricks in minecraft projects by yourself or with a small group of collaborators you already know, but you should design it to make it easy for new collaborators to join.Reduce the chances of work being lost or people overwriting each other's work.