"people still believe in the impact factor as a measure of recognition" #incentives #RDM
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谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销
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Real life examples: "sample naming in paper does not match sample names submitted to repository!"
#data#sharing#challenges谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销 -
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"Sometimes journals ask if data has been deposited, but they never ever ask if the data is in a good shape!"
#dataquality#RDM -
Our team's served many submitters dumping data
@ArrayExpressEBI AFTER their papers were accepted. Not good news for#ReproducibleResearch.pic.twitter.com/6qMygnzHfI
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We also tried refusing to load some v. bad submissions (e.g. bare min sample info, no usable data files), but the papers still get published
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I would expect repositories to refuse to upload bad data! In near future papers w/o data will not be trusted; eventually won't be published.
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We (research community) need repositories, esp data specific repositories, to maintain high standards
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谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销
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If you get money from
@wellcometrust must publish in open access journals and make data available -@ymatang谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销 -
Researchers: look after (meta) data properly - adopt standards, cross-check annotations in the lab
#RDM#metadata#archiving@DNADigest谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销 -
Advice from
@ymatang: submit data even before paper publication process - don't wait till last minute!@ArrayExpressEBI谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销 -
Advice from
@ymatang: metadata management should be taught as transferable skills#scientists#RDM谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销 -
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Most researchers want to do the right thing - as long as you guide them and show them how - says
@ymatang -
That's why w/
#AnnotareEBI#microarray &#sequencing data submission tool for@ArrayExpressEBI, we don't compromise quality over ease of use
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An extra carrot: submit your data nicely using
#annotare and it will be pushed to and analysed in Expression Atlas@ArrayExpressEBI谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销 -
Thanks to our sponsor
@repositiveio for supporting our meet-up events this year!谢谢。Twitter 会使用此信息，来优化你的时间线。 撤销
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