Evaluating and Fine-Tuning Vision-Language Models for Industrial Manufacturing in Low-Data Regimes. - Giorgio Manganini; Giulia Vilone; Mark Langtry; Prashanth Viswanath; Jim Gibbons; Paul Heraty (ECAI, 2025)