Yeah there's also the case of previous calamities being much grander in scale compared to 7th Umbral Calamity. Ultimately release of Bahamuth would likely wipe much larger portions of Eorza were it not for Louisoix going Phoenix. Add in the natural hatred for the source of Calamity among the survivors and you really hamper the scientific growth.