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Posts by Natalie Goulter

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Affective Forecasting Accuracy in Everyday Life - Affective Science Affective Science - People often predict how they might feel in the future, with varying degrees of accuracy. Such affective forecasts can centre around periods of time (e.g., tomorrow, next week)...

In work recently out in Affective Science we investigated how accurately people can forecast their emotions in everyday life. Study 1 focused on forecasts for specific time periods (tomorrow, next week). Study 2 focused on forecasts for daily unpleasant events. link.springer.com/article/10.1...

1 month ago 34 12 2 1
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Neuroendocrine profiles in relation to female callous-unemotional traits and distress facilitation Emerging evidence supports that primary and secondary callous-unemotional (CU) variants show distinct physiological correlates, though prior research …

Neuroendocrine profiles of undergraduate women show a hypoactive and a hyperactive profile for those high on Callous-Unemotional variant, maybe related to different types of stress dysregulation: tinyurl.com/bc29x6ty

4 months ago 1 2 0 0

The Abstract submission date has been extended to 15 December 2025. We look forward to more of your best work being submitted for our SSSP 2026 conference. @ssspstudents.bsky.social
psychopathysociety.org/page/Upcomin...

4 months ago 1 4 1 0
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Senior Lecturer / Lecturer in Psychology Position Details Continuing position | Full-time Academic Level B | $113,211 - $133,974 pa I View Position Description Academic Level C | $138,124 - $158,885 pa I View Position Description Location: B...

flinders.wd3.myworkdayjobs.com/en-US/flinde...

6 months ago 1 0 0 0

2x Senior Lecturer/Lecturer (Assistant Professor) in Psychology positions at Flinders University. Both full-time research and teaching continuing (tenure track equivalent) positions that are open in terms of the field of psychological research. Happy to answer any questions!

6 months ago 1 3 1 0
Abstract: Under the banner of progress, products have been uncritically adopted or
even imposed on users — in past centuries with tobacco and combustion engines, and in
the 21st with social media. For these collective blunders, we now regret our involvement or
apathy as scientists, and society struggles to put the genie back in the bottle. Currently, we
are similarly entangled with artificial intelligence (AI) technology. For example, software updates are rolled out seamlessly and non-consensually, Microsoft Office is bundled with chatbots, and we, our students, and our employers have had no say, as it is not
considered a valid position to reject AI technologies in our teaching and research. This
is why in June 2025, we co-authored an Open Letter calling on our employers to reverse
and rethink their stance on uncritically adopting AI technologies. In this position piece,
we expound on why universities must take their role seriously toa) counter the technology
industry’s marketing, hype, and harm; and to b) safeguard higher education, critical
thinking, expertise, academic freedom, and scientific integrity. We include pointers to
relevant work to further inform our colleagues.

Abstract: Under the banner of progress, products have been uncritically adopted or even imposed on users — in past centuries with tobacco and combustion engines, and in the 21st with social media. For these collective blunders, we now regret our involvement or apathy as scientists, and society struggles to put the genie back in the bottle. Currently, we are similarly entangled with artificial intelligence (AI) technology. For example, software updates are rolled out seamlessly and non-consensually, Microsoft Office is bundled with chatbots, and we, our students, and our employers have had no say, as it is not considered a valid position to reject AI technologies in our teaching and research. This is why in June 2025, we co-authored an Open Letter calling on our employers to reverse and rethink their stance on uncritically adopting AI technologies. In this position piece, we expound on why universities must take their role seriously toa) counter the technology industry’s marketing, hype, and harm; and to b) safeguard higher education, critical thinking, expertise, academic freedom, and scientific integrity. We include pointers to relevant work to further inform our colleagues.

Figure 1. A cartoon set theoretic view on various terms (see Table 1) used when discussing the superset AI
(black outline, hatched background): LLMs are in orange; ANNs are in magenta; generative models are
in blue; and finally, chatbots are in green. Where these intersect, the colours reflect that, e.g. generative adversarial network (GAN) and Boltzmann machine (BM) models are in the purple subset because they are
both generative and ANNs. In the case of proprietary closed source models, e.g. OpenAI’s ChatGPT and
Apple’s Siri, we cannot verify their implementation and so academics can only make educated guesses (cf.
Dingemanse 2025). Undefined terms used above: BERT (Devlin et al. 2019); AlexNet (Krizhevsky et al.
2017); A.L.I.C.E. (Wallace 2009); ELIZA (Weizenbaum 1966); Jabberwacky (Twist 2003); linear discriminant analysis (LDA); quadratic discriminant analysis (QDA).

Figure 1. A cartoon set theoretic view on various terms (see Table 1) used when discussing the superset AI (black outline, hatched background): LLMs are in orange; ANNs are in magenta; generative models are in blue; and finally, chatbots are in green. Where these intersect, the colours reflect that, e.g. generative adversarial network (GAN) and Boltzmann machine (BM) models are in the purple subset because they are both generative and ANNs. In the case of proprietary closed source models, e.g. OpenAI’s ChatGPT and Apple’s Siri, we cannot verify their implementation and so academics can only make educated guesses (cf. Dingemanse 2025). Undefined terms used above: BERT (Devlin et al. 2019); AlexNet (Krizhevsky et al. 2017); A.L.I.C.E. (Wallace 2009); ELIZA (Weizenbaum 1966); Jabberwacky (Twist 2003); linear discriminant analysis (LDA); quadratic discriminant analysis (QDA).

Table 1. Below some of the typical terminological disarray is untangled. Importantly, none of these terms
are orthogonal nor do they exclusively pick out the types of products we may wish to critique or proscribe.

Table 1. Below some of the typical terminological disarray is untangled. Importantly, none of these terms are orthogonal nor do they exclusively pick out the types of products we may wish to critique or proscribe.

Protecting the Ecosystem of Human Knowledge: Five Principles

Protecting the Ecosystem of Human Knowledge: Five Principles

Finally! 🤩 Our position piece: Against the Uncritical Adoption of 'AI' Technologies in Academia:
doi.org/10.5281/zeno...

We unpick the tech industry’s marketing, hype, & harm; and we argue for safeguarding higher education, critical
thinking, expertise, academic freedom, & scientific integrity.
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7 months ago 3944 1974 111 406

flinders.wd3.myworkdayjobs.com/en-US/flinde...

8 months ago 0 0 0 0

New continuing teaching specialist position with developmental or educational child and adolescent focus at Flinders University. Happy to answer any questions!

8 months ago 0 0 1 0
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Signaling molecules and callous-unemotional traits in young people: A systematic review and methodological and future considerations Burgeoning evidence supports multiple developmental pathways to antisocial behavior. However, a comprehensive mechanistic understanding is lacking, an…

Thanks to Sil and Eva. Open access link here - www.sciencedirect.com/science/arti...

10 months ago 0 0 0 0
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Findings were quite mixed. For each molecule, we discuss findings within the context of developmental and methodological considerations. We also discuss a range of future directions for the CU traits field, as well as theoretical and clinical implications.

10 months ago 0 0 1 0

New pub. We systematically reviewed studies testing associations between signaling molecules and callous-unemotional traits in young people. Across 32 studies, 7 molecules were identified: cortisol, testosterone, oxytocin, dehydroepiandrosterone, estradiol, α-amylase, and C-reactive protein.

10 months ago 2 0 1 0
OSF

Check out our forthcoming viewpoint article in the Journal of Psychopathology and Clinical Science in which we argue that it is well past time to abandon the term 'dark' to describe antagonistic traits. w/ @jdmiller.bsky.social and @drlynam.bsky.social osf.io/preprints/ps...

11 months ago 21 9 1 3

Are you doing EMA research and wonder how to go about it? In recent work we've adressed some open questions and challenges, here is a brief summary of papers and materials.

🧵 #PsychSciSky 🧪 #StatsSky

1 year ago 150 73 5 5
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Advancing the science of women’s health

THRILLED to see this SI now out addressing the power and potential of focusing our lens on women. H/t to Tali for making space for these ideas to flourish and for a dream team of investigators to contribute!!

Advancing the science of women’s health | Science Advances www.science.org/doi/10.1126/...

1 year ago 54 25 2 0
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Letter to Meta Letter from some of the HiTOP membership (signatories listed) to Meta, protesting their revised policy on hateful conduct that permits allegations of mental illness on the basis of sexual orientation ...

Some of our members have submitted a letter to Meta protesting their revised policy on hateful conduct that now allows allegations of mental illness on the basis of sexual orientation and gender identity

You can read the letter and list of signatories here: www.hitop-system.org/letter-to-meta

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1 year ago 47 17 1 1
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New preprint! We systematically reviewed studies testing associations between physiological analytes and callous-unemotional traits in young people - osf.io/preprints/os...

1 year ago 6 1 2 0
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Would you mind please adding me? Thanks

1 year ago 1 0 1 0
https://shorturl.at/i36Hb

Excited to post a full-access link (t.co/3h7TO5J3pO) to our new article out in Prevention Science as part of a special section honoring the career of Dr. Robert McMahon!
@ssspsychopathy.bsky.social @ssspstudents.bsky.social

1 year ago 2 2 0 0

Would you mind please adding me? Thanks

1 year ago 1 0 1 0

Would you mind please adding me? Thanks

1 year ago 0 0 1 0
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We are looking for participants for our new daily study! Please reach out to the lab email if interested and please circulate

This is specific to Canadian adolescents

@drstephcraig.bsky.social ✨

2 years ago 1 1 0 0

Many thoughtful papers in our (w Yao Zheng) new Special Issue on insights into externalizing psychopathology in young people with intensive longitudinal data ✨

link.springer.com/journal/1080...

2 years ago 1 1 0 0

it's wild that R, the ubiquitous statistical computing language, was co-created by a Māori prof (Ross Ihaka) — and yet the vast majority of scientists who use R don't know

this is like inventing the toaster. possibly the largest impact of a single member of an indigenous community on modern science

2 years ago 1445 572 43 37

Ten recommendations for reducing the long-term costs of conduct problems: A commentary on the economic analysis of Goulter et al. (2023)

acamh.onlinelibrary.wiley.com/doi/full/10....

2 years ago 5 0 0 0
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