Checklist of items researchers can do to improve the reproducibility of their code

Here is my checklist summarising a small set of some of the simplest tasks you can do that have high potential to improve the reproducibility of your analysis code.

This is based on my year of reproducibility reviews for the J. of Archaeological Science:

authors.elsevier.com/a/1lHjN_6yUM... 🧪🏺

Just deposited preprint reporting results of Delphi survey on attitudes to sanctions for serious research misconduct
zenodo.org/records/1577...
#fraud #researchIntegrity

Martuwarra: living water heritage of the Kimberley UWA researchers & Kimberley community developed Living Water, online record & cultural, country & truth mapping of Martuwarra River & Kimberley region.

Great UWA research here, doing research with Indigenous communities leading. 🌏🌏🌏 🧪researchimpact.uwa.edu.au/research-impact-stories/...

This year's Serventy Memorial lecture: Biotic Interactions- the essence of nature conservation with Prof Emeritus Byron Lamont

www.wanaturalists.org.au/events/serve...

#conservationscience🌍

Francis Collins, the NIH Director for 12 years, led the Human Genome Project and other NIH efforts for 32 years, resigned today. Key words from his resignation letter
www.nytimes.com/2025/03/01/u...

Perth is okay

I mean. Sure it’s cool. But now what do we do with it????

Sagan was a prophet.

Life advice from a mathematician

Just a Western Australian wheat field in summer.

LA is on fire. How will Australia cope when bushfires hit Sydney, Melbourne or another major city? We knew this would happen eventually. We have moved from possible futures to these things now happening. The deferment has ended.

We knew this would happen eventually. We have moved from possible futures to these things now happening. The deferment has ended.

Hey...I have a remarkable that I'm not using and have been planning to get rid of...

I thought I was the only one that constantly hears “orcas” when people talk about AUKUS!!!!!

Recharging Perth's water supply Assoc Prof Sally Thompson’s team research gives government insight on the use and management of Perth aquifers as a water resource in our drying climate.

Water is a precious commodity in Western Australia. The UWA team say that future water supplies for Perth should include aquifer replenishment and use of treated wastewater, to rehydrate and support the biodiversity of urban ecosystems. 🌏🧪

researchimpact.uwa.edu.au/research-imp...

🌍 ? I haven’t figured out the emoji hashtags!

Fabulous project out of UWA and Martuwarra Country. Lose a few minutes in this amazing project! livingwaterheritage.org?fbclid=IwZXh...

I chatted to @stilgherrian.com about the research we've been doing with the International Space Station - it’s rather like a share house. We also wonder how you might develop a feminist map of the Moon. 🏺 🧪

Coalition frontbencher says voters conned into backing independents Opposition communications spokesman Paul Fletcher, facing a battle against an independent at the next election, says teals had duped traditional Coalition supporters.

It’s not us, it’s you. If you move to the right, you leave a space in the centre. @PaulFletcherMP should see the community independent movement is caused by the Libs abandoning liberal values, not an ‘elaborate plot by left wing political operatives’! #auspol

www.smh.com.au/politics/fed...

🌊 Ocean currents around Antarctica from our high-resolution (3 km) ocean model. 🧪

#FESOM #SciArt

🚨 I recently came across a weird case of #AI in #preprints, with implications for burdening #SciComm with AI-mediated #PredatoryPublishing

What did I find? Issues with the article, questionable behavior by the author, indexing problems, and AI's potential for streamlining predatory publishing.

🧵

Unearthed university investigation found research ethics failings at French medical institute Studies conducted by Didier Raoult and colleagues flouted French and international ethical standards, report concludes

Now, an unearthed university investigation confirms more of what these critics have been saying: www.science.org/content/arti...

This investigation included a study that involved hundreds of medical students providing samples—including rectal and vaginal swabs—apparently without ethical oversight.

This is figure 2, which shows jet dynamics and histological characterization reveals bolus location past the mucosal barrier.

A study in Nature presents a drug delivery system inspired by the ink-jet propulsion mechanisms of cephalopods, such as squid and cuttlefish. The approach could circumvent the need for needles to administer some types of medication and vaccines. https://go.nature.com/3CDuqnK 🧪

Log in Sign up You said: what book did author ketan joshi write ChatGPT said: ChatGPT Ketan Joshi is the author of the book "The Bangalore Detectives Club". This book is a historical mystery novel set in 1940s Bangalore, featuring a group of amateur sleuths solving a crime. It has received praise for its engaging narrative and vivid portrayal of the era.

"The Bangalore Detectives Club" All Images Videos News Web Books Finance Tools The Bangalore Detectives Club Book by Harini Nagendra Overview Summary Reviews Get book Analysis Q&A Quotes More By Author Book page preview 1 of 3. Click to open preview. Book page preview 2 of 3. Click to open preview. Book page preview 3 of 3. Click to open preview. Preview · 37 pages Goodreads The Bangalore Detectives Club by Harini Nagendra | Goodreads The Bangalore Detectives Club by Harini Nagendra, first in the crime series set in 1920s Bangalore featuring sari-wearing detective Kaveri and ... May 3, 2022 Originally published April 28, 2022 Author Harini Nagendra Amazon.com The Bangalore Detectives Club: A Novel - Amazon.com The Bangalore Detectives Club: A Novel [Nagendra, Harini] on Amazon.com. *FREE* shipping on qualifying offers. The Bangalore Detectives Club: A Novel. The Bangalore Detectives Club by Harini Nagendra Goodreads https://www.goodreads.com › book › show › 5943598... May 3, 2022 — The Bangalore Detectives Club by Harini Nagendra, first in the crime series set in 1920s Bangalore featuring sari-wearing detective Kaveri and ... 3.6 (8,628) The Bangalore Detectives Club: A Novel: Nagendra, Harini Amazon.com https://www.amazon.com › Bangalore-Detectives-Club-... The Bangalore Detectives Club is her first crime fiction novel. Harini lives in Bangalore with her family, in a home filled with maps. She loves trees, ... 4.1 (1,775) · $17.96 The Bangalore Detectives Club - Harini Nagendra harininagendra.com https://harininagendra.com › books-by-harini-nagendra The Bangalore Detectives Club · The first in a charming, joyful crime series set in 1920s Bangalore, featuring sari-wearing detective Kaveri and her husband Ramu ... People also ask What is the summary of the Bangalore Detectives Club? Who is the publisher of the Bangalore Detectives Club? Feedback ebøker og lydbøker av The Bangalore Detectives Club Series EBOK.NO https://ebok.no › serie › the-banga…

Your daily reminder: ChatGPT is not a search engine. It does not "know" anything: it smashes words together in plausible sounding way, but it does not have (and never will have) any ability to check whether something is true or false

Using it for anything beyond "re-word this headline" = failure

But the best bit….

NSF makes you say who you got conflicts (coauthored) with. We (really just Jordan Matelsky) just built you a tool for that. Literally one click: bib.experiments.kordinglab.com/nsf-coa