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Short-distance transport refers to transport that occurs over a distance of just 2-3 cells, crossing the plasma membrane in the process. Small uncharged molecules, such as oxygen, carbon dioxide, and water, can diffuse across the plasma membrane on their own. In contrast, ions and larger molecules require the assistance of transport proteins due to their charge or size. Transport across membranes also occurs within individual cells, playing a variety of essential roles for the plant as a whole.
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Updated: May 5, 2026

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clearScience: Infrastructure for Communicating Data-Intensive Science.

Brian M Bot1, David Burdick, Michael Kellen

  • 1Sage Bionetworks, Seattle, WA.

AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|December 5, 2013
PubMed
Summary
This summary is machine-generated.

This study introduces clearScience, a framework for sharing scientific research including data, code, and environments. This enables direct delivery of the science itself, enhancing reproducibility and collaboration in data-intensive fields.

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Area of Science:

  • Biomedical Research
  • Data-Intensive Sciences
  • Scientific Communication

Background:

  • Traditional journal formats struggle to convey large datasets and complex analyses.
  • Effective communication is crucial for biomedical research progress.

Purpose of the Study:

  • To develop an integrated framework (clearScience) for sharing comprehensive research components.
  • To facilitate seamless transitions from scientific discovery to reporting and review.

Main Methods:

  • Constructing a framework to share narrative, primary/derivative data, source code, and compute environments.
  • Integrating web-accessible virtual machines for a complete "hand-off" of the research environment.

Main Results:

  • Demonstrated a system that delivers the science itself, not just its description.
  • Enabled direct sharing of computational environments, code, and data alongside research narratives.

Conclusions:

  • The clearScience framework enhances scientific reproducibility and collaboration.
  • This approach moves beyond describing science to delivering executable research for broader accessibility.