Basic RC Theory circuit
I suspect that the input resistance of your meter and scope is about 1 M\$\Omega\$ and this resistance, connected in parallel with the capacitor, is changing the circuit behavior.

You can check this with your meter by measuring the voltage across the capacitor and then the voltage across the resistor. If the sum of these does not equal the voltage across the battery then you have a measurement problem.