Nope; gravity is very predictable and very constant (see also the difficulty in detecting gravitational waves), they calculated how much it should accelerate under influence of gravity and found the actual acceleration to be different.

As for the unexpected attraction, as one of the moon astronauts displayed, objects of different mass are attracted (fall) equally quickly by gravity in a vacuum.