Paolo Crosetto
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paolocrosetto.bsky.social
Paolo Crosetto
@paolocrosetto.bsky.social
Experimental & Behavioural economist INRAE Grenoble • President of the French Association of Experimental Economists • Scientific publishing measurement & reform • Experiments on food labeling - risk - choices • Rstats • Italian Food Police honorary member
You might want to have a look at Refine, a tool developed by @bengolub.bsky.social that looks generally similar to q.e.d. -- more focused on providing pre-review feedback to spot mistakes and inconsistencies.

www.refine.ink
refine
AI feedback for research.
www.refine.ink
November 3, 2025 at 1:38 PM
I'd go for rice
November 3, 2025 at 1:26 PM
Reposted by Paolo Crosetto
Here's a nice example:

Coinciding with our launch of tracking Bluesky in December 2024, an article talking about the strain on scientific publishing by @hansonmark.bsky.social went viral, particularly on this platform.

direct.mit.edu/qss/a...
4/7
The strain on scientific publishing
Abstract. Scientists are increasingly overwhelmed by the volume of articles being published. The total number of articles indexed in Scopus and Web of Science has grown exponentially in recent years; in 2022 the article total was ∼47% higher than in 2016, which has outpaced the limited growth—if any—in the number of practicing scientists. Thus, publication workload per scientist has increased dramatically. We define this problem as “the strain on scientific publishing.” To analyze this strain, we present five data-driven metrics showing publisher growth, processing times, and citation behaviors. We draw these data from web scrapes, and from publishers through their websites or upon request. Specific groups have disproportionately grown in their articles published per year, contributing to this strain. Some publishers enabled this growth by hosting “special issues” with reduced turnaround times. Given pressures on researchers to “publish or perish” to compete for funding, this strain was likely amplified by these offers to publish more articles. We also observed widespread year-over-year inflation of journal impact factors coinciding with this strain, which risks confusing quality signals. Such exponential growth cannot be sustained. The metrics we define here should enable this evolving conversation to reach actionable solutions to address the strain on scientific publishing.
direct.mit.edu
October 15, 2025 at 9:37 AM
Thanks for this, I read the whole entry, some stuff I did not know (eg about the origins of MDPI) and I generally agree with your takes.
October 17, 2025 at 3:03 PM
it's sloooow though, especially on grouped data frames
October 17, 2025 at 12:49 PM