GIScholarBench: Benchmarking LLM Overconfidence in GIS Research
DGX agentarXiv:2606.08036v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used in academic research workflows, but scholarly tasks require high factual precision and therefore ex