Update and add index
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@@ -4089,6 +4089,65 @@ education.</p></li>
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<h4 id="democratization-of-science">Democratization of Science</h4>
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<ul>
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<li><p><a
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href="https://www.science.org/doi/full/10.1126/science.1250475">Reproducibility</a>
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- <strong><em>Science</em></strong>, 2014. [<a
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href="https://scholar.google.com/scholar?cluster=676974831306442279&hl=en&as_sdt=0,10">All
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Versions</a>].</p></li>
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<li><p><a
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href="https://www.nature.com/articles/s41557-024-01470-8">Bridging the
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information gap in organic chemical reactions</a> - <strong><em>Nature
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Chemistry</em></strong>, 2024. [<a
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href="https://scholar.google.com/scholar?cluster=5365091261196953334">All
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Versions</a>]. This perspective article formulates eight principles to
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improve data management in scientific publications relating to data
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standardization, reproducibility and evaluation, and encourage
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scientists to go beyond current publication standards.</p></li>
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<li><p><a href="https://www.nature.com/articles/s41562-016-0021">A
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manifesto for reproducible science</a> - <strong><em>Nature Human
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Behavior</em></strong>, 2017. [<a
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href="https://scholar.google.com/scholar?cluster=9515807942859203900&hl=en&as_sdt=0,10">All
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Versions</a>].</p></li>
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<li><p><a href="https://www.nature.com/articles/533452a">1,500
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scientists lift the lid on reproducibility</a> -
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<strong><em>Nature</em></strong>, 2016. [<a
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href="https://scholar.google.com/scholar?cluster=11479406257389837824&hl=en&as_sdt=0,5">All
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Versions</a>].</p></li>
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<li><p><a
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href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4204808/">How to Make
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More Published Research True</a> - <strong><em>PLoS
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Medicine</em></strong>, 2014. [<a
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href="https://scholar.google.com/scholar?cluster=10945341175996677908">All
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Versions</a>].</p></li>
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<li><p><a href="https://www.nature.com/articles/d42473-019-00004-y">Six
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factors affecting reproducibility in life science research and how to
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handle them</a> - <strong><em>Nature
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Advertisement</em></strong>.</p></li>
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<li><p><a href="https://www.nature.com/articles/d41586-021-02428-3">Five
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keys to writing a reproducible lab protocol</a> -
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<strong><em>Nature</em></strong>, 2021. [<a
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href="https://scholar.google.com/scholar?cluster=13259206850261301938">All
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Versions</a>]. This interviewing paper introduces five ways to increase
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the reproducibility of experimental protocols: (i) documenting protocols
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as the experiment goes; (ii) providing video illustrations in addition
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to written protocols; (iii) using electronic lab notebooks (ELNs) for
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managing experimental resources digitally; (iv) depositing and
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documenting reagents with understanding the rationale behind every step;
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and (v) exploiting online platforms to share tips, extensions, methods,
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and data among researchers.</p></li>
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<li><p><a
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href="https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.2003779">The
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Experimental Design Assistant</a> - <strong><em>PLoS
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Biology</em></strong>, 2017. [<a
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href="https://scholar.google.com/scholar?cluster=12481490526120919925">All
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Versions</a>]. [<a
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href="https://www.nature.com/articles/nmeth.4462">Nature Methods
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Correspondence</a>]. [<a href="https://eda.nc3rs.org.uk/">EDA
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Website</a>]. The EDA is a web-based tool that guides the in vivo
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researcher through the experimental design and analysis process,
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providing automated feedback on the proposed design and generating a
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graphical summary that aids communication with colleagues, funders,
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regulatory authorities, and the wider scientific community.</p></li>
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<li><p><a
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href="https://www.nature.com/articles/s41586-023-06221-2">Scientific
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discovery in the age of artificial intelligence</a> -
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<strong><em>Nature</em></strong>, 2023. [<a
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@@ -4161,56 +4220,6 @@ href="https://scholar.google.com/scholar?cluster=8711939262720486725&hl=en&a
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Versions</a>]. [<a
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href="https://arxiv.org/abs/2304.05376">Preprint</a>].</p></li>
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<li><p><a
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href="https://www.science.org/doi/full/10.1126/science.1250475">Reproducibility</a>
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- <strong><em>Science</em></strong>, 2014. [<a
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href="https://scholar.google.com/scholar?cluster=676974831306442279&hl=en&as_sdt=0,10">All
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Versions</a>].</p></li>
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<li><p><a href="https://www.nature.com/articles/s41562-016-0021">A
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manifesto for reproducible science</a> - <strong><em>Nature Human
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Behavior</em></strong>, 2017. [<a
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href="https://scholar.google.com/scholar?cluster=9515807942859203900&hl=en&as_sdt=0,10">All
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Versions</a>].</p></li>
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<li><p><a href="https://www.nature.com/articles/533452a">1,500
|
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scientists lift the lid on reproducibility</a> -
|
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<strong><em>Nature</em></strong>, 2016. [<a
|
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href="https://scholar.google.com/scholar?cluster=11479406257389837824&hl=en&as_sdt=0,5">All
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Versions</a>].</p></li>
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<li><p><a
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href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4204808/">How to Make
|
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More Published Research True</a> - <strong><em>PLoS
|
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Medicine</em></strong>, 2014. [<a
|
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href="https://scholar.google.com/scholar?cluster=10945341175996677908">All
|
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Versions</a>].</p></li>
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<li><p><a href="https://www.nature.com/articles/d42473-019-00004-y">Six
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factors affecting reproducibility in life science research and how to
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handle them</a> - <strong><em>Nature
|
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Advertisement</em></strong>.</p></li>
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<li><p><a href="https://www.nature.com/articles/d41586-021-02428-3">Five
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keys to writing a reproducible lab protocol</a> -
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<strong><em>Nature</em></strong>, 2021. [<a
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href="https://scholar.google.com/scholar?cluster=13259206850261301938">All
|
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Versions</a>]. This interviewing paper introduces five ways to increase
|
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the reproducibility of experimental protocols: (i) documenting protocols
|
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as the experiment goes; (ii) providing video illustrations in addition
|
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to written protocols; (iii) using electronic lab notebooks (ELNs) for
|
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managing experimental resources digitally; (iv) depositing and
|
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documenting reagents with understanding the rationale behind every step;
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and (v) exploiting online platforms to share tips, extensions, methods,
|
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and data among researchers.</p></li>
|
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<li><p><a
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href="https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.2003779">The
|
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Experimental Design Assistant</a> - <strong><em>PLoS
|
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Biology</em></strong>, 2017. [<a
|
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href="https://scholar.google.com/scholar?cluster=12481490526120919925">All
|
||||
Versions</a>]. [<a
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href="https://www.nature.com/articles/nmeth.4462">Nature Methods
|
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Correspondence</a>]. [<a href="https://eda.nc3rs.org.uk/">EDA
|
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Website</a>]. The EDA is a web-based tool that guides the in vivo
|
||||
researcher through the experimental design and analysis process,
|
||||
providing automated feedback on the proposed design and generating a
|
||||
graphical summary that aids communication with colleagues, funders,
|
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regulatory authorities, and the wider scientific community.</p></li>
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<li><p><a
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href="https://ieeexplore.ieee.org/abstract/document/10059206">Optimizing
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Spaced Repetition Schedule by Capturing the Dynamics of Memory</a> -
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<strong><em>IEEE Transactions on Knowledge and Data
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@@ -4411,6 +4420,16 @@ Versions</a>]. The emergence of connected instruments and equipment
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promises to untether researchers from the laboratory — letting them
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fine-tune experiments and analyse data remotely.</p></li>
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<li><p><a
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href="https://www.cell.com/trends/chemistry/fulltext/S2589-5974(23)00249-6">Balancing
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act: when to flex and when to stay fixed</a> - <strong><em>Trends in
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Chemistry</em></strong>, 2023. [<a
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href="https://scholar.google.com/scholar?cluster=14208571639305934551">All
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Versions</a>]. This perspective article provides essential insights into
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the decision-making process for choosing automation platforms,
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highlighting the suitability of fixed automation for standardized tasks
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and the strategic use of flexible automation in dynamic research
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settings.</p></li>
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<li><p><a
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href="https://www.sciencedirect.com/science/article/pii/S2590238522006385">What
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is a minimal working example for a self-driving laboratory?</a> -
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<strong><em>Matter</em></strong>, 2022. [<a
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