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#reproductibility

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(((@amarois)))<p>[Reading] passionnant, et si bien écrit : "Di Cosmo R., Granger S., Hinsen K., Jullien N., Le Berre D., Louvet V., Maumet C., Maurice C., Monat R. et Rougier N. P., «&nbsp;CODE beyond FAIR&nbsp;»=&gt; <a href="https://inria.hal.science/hal-04930405" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">inria.hal.science/hal-04930405</span><span class="invisible"></span></a><br><a href="https://mamot.fr/tags/FAIRprinciples" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FAIRprinciples</span></a> <a href="https://mamot.fr/tags/researchdatamanagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>researchdatamanagement</span></a> <a href="https://mamot.fr/tags/openscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openscience</span></a> <a href="https://mamot.fr/tags/researchsoftwares" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>researchsoftwares</span></a> <a href="https://mamot.fr/tags/reproductibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>reproductibility</span></a> <a href="https://mamot.fr/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>science</span></a> <a href="https://mamot.fr/tags/FLOSS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FLOSS</span></a> <a href="https://mamot.fr/tags/digitalpreservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>digitalpreservation</span></a></p>
Charlotte Cochard<p>2019 - BBC article "AAAS: Machine learning 'causing science crisis'"<br>The two main points are:<br>1- ML can find patterns that don't exist in other datasets<br>2- no understanding of uncertainties in ML.</p><p>My question is are those intrinsic to ML or are they user-based?<br> <br>I understand the article is a few years old and things change quickly in a dynamic field<br><a href="https://www.bbc.com/news/science-environment-47267081" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">bbc.com/news/science-environme</span><span class="invisible">nt-47267081</span></a></p><p><a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/Reproductibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Reproductibility</span></a></p>
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