#5 The shock of accepting past scientific anomalies while at the same time rejecting current ones

How do we account for many scientists’ acceptance of tried-and-true, and once anomalous, theories and concepts from decades or centuries ago, but they ignore or discredit current anomalies, i.e. the possible next big thing? It’s shockingly hypocritical, I just don’t understand it.