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Posts by Michael Scharkow

Headline on Hollywood Reporter that reads ”Paddington 4, Escape From New York' Reboot in the Works”

Headline on Hollywood Reporter that reads ”Paddington 4, Escape From New York' Reboot in the Works”

I misread the headline as one movie and got very excited for a moment…

1 week ago 13543 2384 369 340
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Diversity-X Check the gender and national diversity of citations in your academic work with Diversity-X.

API is very simple and performant. We use it for diversity-x.de

4 weeks ago 1 0 0 0

This looks awesome. How did you implement the frontend, or is the code available? I'd be really interested to use this for my own email archive.

4 weeks ago 1 0 1 0
Example screenshot of multilevel descriptive table created with mlstats R package

Example screenshot of multilevel descriptive table created with mlstats R package

If you are working with multilevel data, try out my new package mlstats 📦 — an #rstats package for multilevel analyses. You can create publication-ready descriptive tables like the one below (including within- AND between-group correlations + ICCs).

github.com/felixdidi/ml...

Details in thread 🧵↓

1 month ago 60 18 1 1
I made up a new form of Capital
TYPES OF SOCIOLOGY PAPER
ook it s all very omplicated and everythin c natters
We made up a new sort of Labor
dere going to ring this back In
I take a
SOCIOLOGICAL approach, unlike
SOME people
or Evil Reasons
Five years of brutal, intensive ethnographic work suggests it sucks to have no money
Can you believe there's still more o be squeezed ut of the GSS:
Scandinavian Registry
Data show mobility dependent on relative oatmeal content of grandparents®
diet
We got hold of this sweet data from
Facebook; lol no you can't have it
This seems very weird and bad but
you re poor
A critique of what
I imagine the
Economists believe

I made up a new form of Capital TYPES OF SOCIOLOGY PAPER ook it s all very omplicated and everythin c natters We made up a new sort of Labor dere going to ring this back In I take a SOCIOLOGICAL approach, unlike SOME people or Evil Reasons Five years of brutal, intensive ethnographic work suggests it sucks to have no money Can you believe there's still more o be squeezed ut of the GSS: Scandinavian Registry Data show mobility dependent on relative oatmeal content of grandparents® diet We got hold of this sweet data from Facebook; lol no you can't have it This seems very weird and bad but you re poor A critique of what I imagine the Economists believe

This is an officially recognized Type Of Paper, btw kieranhealy.org/blog/archive...

1 month ago 110 15 3 1
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Regulate platforms, not children – Commissioner urges caution over social media bans - Commissioner for Human Rights - www.coe.int Strasbourg 23 February 2026

Several European countries are considering social media bans for children. We must regulate platforms, not children.
I urge caution:
✅ Focus on "safety by design"
✅ Demand algorithmic transparency
✅ Enforce the #DSA & #HumanRights standards

Read my Shout Out👇
www.coe.int/en/web/commi...

1 month ago 354 150 6 26

Do swiss universities expect permanent SNF funding? I thought you still had a basic funding model in place, no?

2 months ago 0 0 1 0
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Short announcement before the data get too old: ccsmainz.github.io/platformnews/. With 571 news outlets on TikTok, YouTube Shorts, and Instagram across 46 countries, matching the @reutersinstitute.bsky.social DNR. Computational analyses on topics, platformization, diversity, etc. Feedback welcome.

2 months ago 16 5 0 1
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Künstliche Intelligenz in der Begutachtung

DFG erlaubt Einsatz von KI in der Begutachtung.

Wenn wir jetzt noch die AI dazu kriegen, die komplette Forschung zu machen, haben wir den Menschen komplett von der Last des Forschungsprozzeses befreit und er kann sich komplett auf wichtige Dinge wie Reisekostenerstattungsanträge konzentrieren.

3 months ago 615 195 19 53

Wondering whether the Michelangelo sauce is based on the artist or the hero turtle and how. 🤔

3 months ago 2 0 1 0
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PostDoc in CSS / CCS (m/w/d)

📍 Location: Munich
📅 Start: 1 Apr 2026
⏳ Apply by: 31 Jan 2026

Details:
German: job-portal.lmu.de/jobposting/6...
English: job-portal.lmu.de/jobposting/7...

4 months ago 6 6 0 2

SKULL OF THOMAS AQUINAS: TAKE A LEFT NOW
PRIEST: No, the GPS says we have to keep going—
SKULL: I KNOW A SHORTCUT
PRIEST: Do you remember the last ti—
SKULL: FOR THOSE WITH FAITH, NO EVIDENCE IS NECESSARY; FOR THOSE WITHOUT IT, NO EVIDENCE WILL SUFFICE

4 months ago 13832 4949 106 231
screenshot of my post

screenshot of my post

Big new blogpost!

My guide to data visualization, which includes a very long table of contents, tons of charts, and more.

--> Why data visualization matters and how to make charts more effective, clear, transparent, and sometimes, beautiful.
www.scientificdiscovery.dev/p/salonis-gu...

4 months ago 799 316 22 50

Happy "let's circle back in the New Year" season to all who celebrate.

4 months ago 343 99 5 12
PAUSE sign

PAUSE sign

1. Pausing new submissions about AI topics for 90 days. That is, papers about AI models, testing AI models, proposing AI models, theories about the future of AI, etc. We will make exceptions for papers that are already accepted for publication (or published) in peer-reviewed scholarly journals
/2

4 months ago 102 20 2 7
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Professors in the media: dynamics of cumulative advantage, reputation, and gender Abstract. Translation of science to a general public is increasingly important in modern academia. Yet, there is little knowledge on whether and why scient

What gets professors into the media?
📢 New open access publication in @europeansocreview.bsky.social together with Raphael Heiberger from @s7css.bsky.social and @bashofstra.bsky.social!
👉 doi.org/10.1093/esr/...

5 months ago 8 6 2 2

🚨New Publication Alert 🚨"Gender diversity in the field of communication in Germany, Austria, Switzerland". 3 Studies in 1 Paper! We analyzed the scientific job market, publications, citations, and grants! Available open access: doi.org/10.1007/s116... [English]. German summary in 🧵 #commSky

5 months ago 2 2 1 1

There are some track features you can get, like runtime or explicit lyrics, but the interesting ones like key, bpm or danceability are part of the audio features API which has been disabled since last year (developer.spotify.com/blog/2024-11...). DDP+Track analysis could still be very interesting.

5 months ago 1 0 0 0

I tried to do this in my computational methods class this spring and it turned out the most of the Spotify tracks/music API is now disabled, so you cannot easily get matching song-level data anymore, except from large dumps of popular songs, or by using alternative APIs using artist/title.

5 months ago 0 0 1 0
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For a second I was really impressed that @richardfletcher.bsky.social brought out HUGE cardboard printouts for his slides ;-)

6 months ago 2 0 1 0

I'd argue that BA/MA theses don't need to be informative re an actual research question, but only inform us whether students actually learned something. Of course, running naive studies with tiny self-selected or convenience samples isn't helping the students in that regard either.

6 months ago 5 0 1 0
Zwei männliche und eine weibliche Silhouette. Im Vordergrund Mikrophone wie bei einer Pressekonferenz

Zwei männliche und eine weibliche Silhouette. Im Vordergrund Mikrophone wie bei einer Pressekonferenz

🔥Hot off the press: Studie zur Repräsentation weiblicher Forschender in den Medien 👉
doi.org/10.1177/0963...
📰 Inhaltsanalyse: 4.860 Medienartikel
👩‍🔬 Nur 18% der zitierten Expert:innen sind Frauen
📊 Frauenanteil in der Forschung: ca. 31%
➡️ Deutliche Sichtbarkeitslücke für weibliche Forschende

7 months ago 13 9 1 1
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This year, I am living in a simulation - literally. 🌀

@mscharkow.bsky.social, and I are currently conducting a #simulation study on how users interact with algorithms in short-video environments such as #TikTok. I’ve had two incredible opportunities to share our progress so far.

9 months ago 9 5 1 0
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Our Digital News Report 2025 is out!

📊48 markets
🌏Almost 100K respondents
📰Key headline: Audiences lean into video news and influencers, raising misinformation concerns and new dilemmas for publishers

📱Explore now buff.ly/xLP67Tg
🧵Findings in thread #DNR25

10 months ago 94 81 2 25
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Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations Recent advancements in AI have reinvigorated Agent-Based Models (ABMs), as the integration of Large Language Models (LLMs) has led to the emergence of ``generative ABMs'' as a novel approach to simula...

Large Language Model-based social simulation has emerged as an exciting new research method.

But do LLMs actually resolve the problems that have historically limited use of Agent-Based Models? What do they bring?

We review the literature to find out!

with Maik Laaroij
arxiv.org/abs/2504.03274

1 year ago 29 10 5 3

Interesting. Do the funders provide reasons for this requirement, ie are they science-related or legal? In many ethics/IRB (equivalent) discussions I've had in the past, it seemed that collecting less demographic information seemed to be preferable in general for privacy/data protection reasons.

1 year ago 2 0 1 0

What happens if you have NA in your demographics? Do papers get rejected if the reported mean age is based on 73% of the sample? I get the warmup argument, but why not warm up with motivating items? If however, your experiment's primary outcome is age or gender, put that item in ASAP ;-)

1 year ago 0 0 1 0

This is also what I learned and continue to teach. Sociodemographics rarely a predictor (or outcome!) of interest, at least in my courses...

1 year ago 4 0 1 0
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I am a big fan of www.soscisurvey.de The basics are free anyway but university licenses of various types including for own servers exist as well, I think psychology at UZH even has one.
Plus, I've had very good experiences with support as well.

1 year ago 11 3 1 0

Good and timely stuff! I wonder how we can navigate the (very real) tradeoff between quality and reproducibility. Will reviewer #2 accept a drop of .2 in accuracy between gpt/gemini vs. local models if you make this decision transparent? What if results change? Just add another robustness check?

1 year ago 2 0 0 0