Step 1: Understanding the root mean square velocity.
The root mean square velocity \( v_{rms} \) of a gas is given by the equation:
\[
v_{rms} = \sqrt{\frac{3RT}{M}}
\]
where \( R \) is the gas constant, \( T \) is the temperature in Kelvin, and \( M \) is the molar mass of the gas.
Step 2: Analyzing the ratio.
The ratio of root mean square velocities for oxygen (O$_2$) and hydrogen (H$_2$) at the same temperature can be written as:
\[
\frac{v_{rms, \text{O}_2}}{v_{rms, \text{H}_2}} = \sqrt{\frac{M_{\text{H}_2}}{M_{\text{O}_2}}}
\]
The molar masses are \( M_{\text{H}_2} = 2 \) g/mol and \( M_{\text{O}_2} = 32 \) g/mol. Thus, the ratio is:
\[
\frac{v_{rms, \text{O}_2}}{v_{rms, \text{H}_2}} = \sqrt{\frac{2}{32}} = \frac{1}{4}
\]
Thus, the ratio of the root mean square velocities is 1 : \( 2\sqrt{2} \).
Step 3: Conclusion.
The correct answer is (B) 1 : \( 2\sqrt{2} \).