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ChatGPT as Research Scientist: Probing GPT’s capabilities as a Research Librarian, Research Ethicist, Data Generator, and Data Predictor

Computer Science

ChatGPT as Research Scientist: Probing GPT’s capabilities as a Research Librarian, Research Ethicist, Data Generator, and Data Predictor

S. A. Lehr, A. Caliskan, et al.

How good is ChatGPT as a research scientist? This paper probes GPT-3.5 and GPT-4 across librarian, ethicist, data generator, and novel data predictor roles in psychological science—revealing frequent hallucinations (especially in GPT-3.5), improving self-awareness in GPT‑4, strong ethical detection, reliable reproduction of known biases, but poor novel prediction. Research conducted by Steven A. Lehr, Aylin Caliskan, Suneragiri Liyanage, Mahzarin R. Banaji.

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~3 min • Beginner • English
Citation Metrics
Citations
40
Influential Citations
0
Reference Count
63
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

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