MAP READING AND ANALYSIS WITH GPT-4V(ISION)

In late 2023, the image-reading capability added to a Generative Pre-trained Transformer (GPT) framework provided the opportunity to potentially revolutionize the way we view and understand geographic maps, the core component of cartography, geography, and spatial data science.In this study, we explore reading and analyzing maps with the latest ver

Teleost fish possess an adaptive immune system associated with each of their mucosal body surfaces.Evidence obtained from mucosal vaccination and mucosal infection studies reveal that adaptive immune responses take place at the different mucosal surfaces of teleost.The main mucosa-associated lymphoid tissues (MALT) of teleosts are the gut-associate