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Inferring alternative ecosystem states using field survey data: a research study

Many ecosystems potentially exhibit alternative stable states, where distinct states can coexist under identical environmental conditions. While simulation models have generated key hypotheses in ...

Newseducationscienceresearch methods

besjournals.onlinelibrary.wiley.com·Science·5d ago·54 min read

Direct survey questions overestimate negative media attitudes in Japan compared to list experiments, study finds

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Shared by @hesgen.com ↗

academic.oup.com16d ago

New imaging technique combines reference-star and angular differential imaging to reveal faint exoplanets and debris disks

Insighttechnologyscience

Shared by @astrobites.bsky.social ↗

astrobites.org23d ago

Stanford Workshop Explores How AI Is Transforming Social Science Research

Newstechnologyeducation

Shared by @StanfordGSB ↗

brnw.ch26d ago

Using Replication Studies as Student Assessment in Psychology Education

In which my student assessment was a replication study of a 1900 cite Psych Science classic!

Insighteducationscienceresearch methods

willgervais.com·Science·1mo ago·16 min read

Reflections on Using Amazon Mechanical Turk for Data Annotation in Research Projects

I used MTurk heavily in its hey-day for data annotation - it was an invaluable tool for collecting training data for large-scale research projects, I honestly have to credit it with enabling most of my early career triumphs. We labeled and classified hund

Opiniontechnologypersonaldata science

news.ycombinator.com·Hacker News: Front Page·8mo ago·9 min read

The Psychology Replication Crisis: Famous Cognitive Experiments That Failed to Reproduce

A quick reference

Insighteducationsciencepsychology

buttondown.com·Hacker News: Front Page·10mo ago·7 min read

Systematic Evaluation of Deep Learning Optimizers Reveals Limited Speedup Over AdamW in Language Model Pretraining

AdamW has long been the dominant optimizer in language model pretraining, despite numerous claims that alternative optimizers offer 1.4 to 2x speedup. We posit that two methodological shortcomings have obscured fair comparisons and hindered practical adop

Insighttechnologyscience

arxiv.org10mo ago