New experimental evidence may lead to a scientific model being changed or replaced.
Before the discovery of the electron, atoms were thought to be tiny spheres that could not be divided, and they are separated from each other by empty space.
The discovery of the electron led to the plum pudding model of the atom. The plum pudding model suggested that the atom is a ball of positive charge with negative electrons embedded in it.
Most of the alpha particles went straight through gold foil.
Therefore atoms are mainly empty space.
Some alpha particles also bounced straight back which means that the mass of the atom must be concentrated in the centre. Today, the central part is called the nucleus. This nuclear model replaced the plum pudding model.
Niels Bohr adapted the nuclear model by suggesting that electrons orbit the nucleus at specific distances and they were held in shells. This was an important idea because orbiting of electrons prevents the atom from collapsing. The theoretical calculations of Bohr agreed with experimental observations.
The experimental work of James Chadwick provided the evidence to show the existence of neutrons within the nucleus. This was about 20 years after the nucleus became an accepted scientific idea.