---
title: "Proceedings of the National Academy of Sciences 2023"
description: "Proceedings of the National Academy of Sciences 2023 — papers: 2 papers in the Elamur Research library, with our summaries, ranked by…"
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# Proceedings of the National Academy of Sciences 2023 — papers

The works of Proceedings of the National Academy of Sciences published in 2023 that our library holds (publisher: National Academy of Sciences): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**3,543** works that year](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/2023/#works) · [**2,000** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/2023/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[ChatGPT outperforms crowd workers for text-annotation tasks](https://md.research.elamur.ai/free/en/papers/gilardi-2023-chatgpt-outperforms-crowd-workers-text/)**Fabrizio Gilardi, Meysam Alizadeh, Maël Kubli*1,162 citations · our summary*
2. **[Using cognitive psychology to understand GPT-3 ↗](https://doi.org/10.1073/pnas.2218523120)**Marcel Binz, Eric Schulz*548 citations*
3. **[Enumerating soil biodiversity ↗](https://doi.org/10.1073/pnas.2304663120)**Mark Anthony, S. Franz Bender, Marcel G. A. van der Heijden*501 citations*
4. **[Farmland practices are driving bird population decline across Europe ↗](https://doi.org/10.1073/pnas.2216573120)**Stanislas Rigal, Vasilis Dakos, Hany Alonso et al.*494 citations*
5. **[Oxygen doping of cobalt-single-atom coordination enhances peroxymonosulfate activation and high-valent cobalt–oxo species formation ↗](https://doi.org/10.1073/pnas.2219923120)**Qian‐Yuan Wu, Zheng‐Wei Yang, Zhiwei Wang et al.*440 citations*
6. **[Generating dual-active species by triple-atom sites through peroxymonosulfate activation for treating micropollutants in complex water ↗](https://doi.org/10.1073/pnas.2300085120)**Qixing Zhou, Chunlin Song, Pengfei Wang et al.*430 citations*
7. **[Climate change will accelerate the high-end risk of compound drought and heatwave events ↗](https://doi.org/10.1073/pnas.2219825120)**Kumar Puran Tripathy, Sourav Mukherjee, Ashok Kumar Mishra et al.*398 citations*
8. **[The debate over understanding in AI’s large language models ↗](https://doi.org/10.1073/pnas.2215907120)**Melanie Mitchell, David C. Krakauer*338 citations*
9. **[Human heuristics for AI-generated language are flawed ↗](https://doi.org/10.1073/pnas.2208839120)**Maurice Jakesch, Jeffrey T. Hancock, Mor Naaman*334 citations*
10. **[The optimized Fenton-like activity of Fe single-atom sites by Fe atomic clusters–mediated electronic configuration modulation ↗](https://doi.org/10.1073/pnas.2300281120)**Fan Mo, Chunlin Song, Qixing Zhou et al.*313 citations*

## All works of the year (3,543)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. **[ChatGPT outperforms crowd workers for text-annotation tasks](https://md.research.elamur.ai/free/en/papers/gilardi-2023-chatgpt-outperforms-crowd-workers-text/)**Fabrizio Gilardi, Meysam Alizadeh, Maël Kubli*1,162 citations · our summary*
2. **[Using cognitive psychology to understand GPT-3 ↗](https://doi.org/10.1073/pnas.2218523120)**Marcel Binz, Eric Schulz*548 citations*
3. **[Enumerating soil biodiversity ↗](https://doi.org/10.1073/pnas.2304663120)**Mark Anthony, S. Franz Bender, Marcel G. A. van der Heijden*501 citations*
4. **[Farmland practices are driving bird population decline across Europe ↗](https://doi.org/10.1073/pnas.2216573120)**Stanislas Rigal, Vasilis Dakos, Hany Alonso et al.*494 citations*
5. **[Oxygen doping of cobalt-single-atom coordination enhances peroxymonosulfate activation and high-valent cobalt–oxo species formation ↗](https://doi.org/10.1073/pnas.2219923120)**Qian‐Yuan Wu, Zheng‐Wei Yang, Zhiwei Wang et al.*440 citations*
6. **[Generating dual-active species by triple-atom sites through peroxymonosulfate activation for treating micropollutants in complex water ↗](https://doi.org/10.1073/pnas.2300085120)**Qixing Zhou, Chunlin Song, Pengfei Wang et al.*430 citations*
7. **[Climate change will accelerate the high-end risk of compound drought and heatwave events ↗](https://doi.org/10.1073/pnas.2219825120)**Kumar Puran Tripathy, Sourav Mukherjee, Ashok Kumar Mishra et al.*398 citations*
8. **[The debate over understanding in AI’s large language models ↗](https://doi.org/10.1073/pnas.2215907120)**Melanie Mitchell, David C. Krakauer*338 citations*
9. **[Human heuristics for AI-generated language are flawed ↗](https://doi.org/10.1073/pnas.2208839120)**Maurice Jakesch, Jeffrey T. Hancock, Mor Naaman*334 citations*
10. **[The optimized Fenton-like activity of Fe single-atom sites by Fe atomic clusters–mediated electronic configuration modulation ↗](https://doi.org/10.1073/pnas.2300281120)**Fan Mo, Chunlin Song, Qixing Zhou et al.*313 citations*
11. **[The total mass, number, and distribution of immune cells in the human body ↗](https://doi.org/10.1073/pnas.2308511120)**Ron Sender, Yarden Weiss, Yoav Navon et al.*294 citations*
12. **[The productive performance of intercropping ↗](https://doi.org/10.1073/pnas.2201886120)**Chunjie Li, T.J. Stomph, David Makowski et al.*264 citations*
13. **[Lipid nanoparticle topology regulates endosomal escape and delivery of RNA to the cytoplasm ↗](https://doi.org/10.1073/pnas.2301067120)**Lining Zheng, Sarith R. Bandara, Zhengzhong Tan et al.*259 citations*
14. **[Forestation at the right time with the right species can generate persistent carbon benefits in China ↗](https://doi.org/10.1073/pnas.2304988120)**Hao Xu, Chao Yue, Yao Zhang et al.*257 citations*
15. **[Systematic identification of conditionally folded intrinsically disordered regions by AlphaFold2 ↗](https://doi.org/10.1073/pnas.2304302120)**T. Reid Alderson, Iva Pritišanac, Đesika Kolarić et al.*239 citations*
16. **[Transcription shapes 3D chromatin organization by interacting with loop extrusion ↗](https://doi.org/10.1073/pnas.2210480120)**Edward J. Banigan, Wen Tang, Aafke A. van den Berg et al.*230 citations*
17. **[Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets ↗](https://doi.org/10.1073/pnas.2216399120)**Benjamin Billot, Colin Magdamo, You Cheng et al.*229 citations*
18. **[Crystallinity engineering for overcoming the activity–stability tradeoff of spinel oxide in Fenton-like catalysis ↗](https://doi.org/10.1073/pnas.2220608120)**Zhiyan Guo, Rongbo Sun, Zixiang Huang et al.*221 citations*
19. **[Virulence differences of mpox (monkeypox) virus clades I, IIa, and IIb.1 in a small animal model ↗](https://doi.org/10.1073/pnas.2220415120)**Jeffrey L. Americo, Patricia L. Earl, Bernard A. Moss*221 citations*
20. **[Single-atom Mo–Co catalyst with low biotoxicity for sustainable degradation of high-ionization-potential organic pollutants ↗](https://doi.org/10.1073/pnas.2305933120)**Zhuan Chen, Faliang An, Yayun Zhang et al.*219 citations*
21. **[Human brain effects of DMT assessed via EEG-fMRI ↗](https://doi.org/10.1073/pnas.2218949120)**Christopher Timmermann, Leor Roseman, Sharad Haridas et al.*216 citations*
22. **[Field interventions for climate change mitigation behaviors: A second-order meta-analysis ↗](https://doi.org/10.1073/pnas.2214851120)**Magnus Bergquist, Maximilian Thiel, Matthew H. Goldberg et al.*209 citations*
23. **[Atomic coordination environment engineering of bimetallic alloy nanostructures for efficient ammonia electrosynthesis from nitrate ↗](https://doi.org/10.1073/pnas.2306461120)**Yunhao Wang, Mingzi Sun, Jingwen Zhou et al.*206 citations*
24. **[Epigenetic-based age acceleration in a representative sample of older Americans: Associations with aging-related morbidity and mortality ↗](https://doi.org/10.1073/pnas.2215840120)**Jessica D. Faul, Jung Ki Kim, Morgan E. Levine et al.*206 citations*
25. **[The liquid-to-solid transition of FUS is promoted by the condensate surface ↗](https://doi.org/10.1073/pnas.2301366120)**Yi Shen, Anqi Chen, Wenyun Wang et al.*204 citations*

[See all 3,543 papers in Proceedings of the National Academy of Sciences 2023 — papers →](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/2023/papers/)

## Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. **[ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks](https://md.research.elamur.ai/free/en/papers/gilardi-2023-chatgpt-outperforms-crowd-workers-text/) [Proceedings of the National Academy of Sciences](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/)**Fabrizio Gilardi, Meysam Alizadeh, Maël Kubli*2023 · 1,533 citations*
2. **[Evaluating Large Language Models in Theory of Mind Tasks](https://md.research.elamur.ai/free/en/papers/kosinski-2023-evaluating-large-language-models-theory/) [Proceedings of the National Academy of Sciences](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/)**Michal Kosinski*2023 · 467 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Michal Kosinski**1 work here · 467 citations](https://md.research.elamur.ai/free/en/authors/michal-kosinski/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Harvard University** Cambridge · United States 1 work here](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**University of Zurich** Zurich · Switzerland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-zurich/) · [🎓**University of Virginia** Charlottesville · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-virginia/) · [🎓**Stanford University** Stanford · United States 1 work here](https://md.research.elamur.ai/free/en/universities/stanford-university/)

works and citations from OpenAlex and our library.

- [← previous Proceedings of the National Academy of Sciences 2020](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/2020/)
- [↑ back to Proceedings of the National Academy of Sciences](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/)