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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.... show more
Citation Metrics
Citations
46
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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