

DISCLAIMER: The method is just a rough approximation. It should not be used to judge the purity or safety of food and water samples. This is just for fun.
The aim is to determine the counting efficiency of the device for the given geometry and derive a conversion coefficient (Bq/cps) that would allow us to estimate the activity of the sample per unit mass, i.e. Bq/kg. Again, this is just a rough approximation, more of a fun experiment than a calibration, really.
To do that we need a standard source with a known specific gamma activity. Unfortunately, these are not commonly available to the average user. However, the specific gamma activity of many potassium salts (due to K-40) are known. In this case, analytical grade potassium chloride (KCl) was used. Its specific gamma (only gamma) activity is 600 Bq/kg. The procedure is to measure a known amount of KCl in a reproducible geometry, subtract the background (measured under same conditions) to arrive at some activity in cps above background. Knowing the mass of the sample and its specific gamma activity we can easily calculate our conversion coefficient C as:
C=specific sample activity (Bq/kg) x sample mass (kg)/measured activity above background (cps)
The result is our coefficient in Bq/cps, in other words “true” (note the quotation marks) activity per each cps above background registered by the device.
In this example I used 260 grams of analytical grade KCl inside a Radiacode Marinelli beaker, in a lead shield. Sample and background (empty shielded beaker) were recorded for 6.5 hours. You don't need ultra long acquisition time, but allow a few hours to get a good average activity. Using the above formula, after measuring that the sample activity is 2.5 cps above background we get:
C= 600x0.26/2.5=62.4 Bq/cps or a counting efficiency of 1.6% for RC 103G
I did this measurement twice with slightly different shielding configurations. My other measurement gave 55.5 Bq/cps. The two values differ by about 11 %, which is about what could be expected in terms of accuracy. Mind that this is around and above 1 MeV. At lower energies the efficiency will be higher and this coefficient will be lower, respectively.
PS: The image shows the103G and the Radiacode Marinelli beaker outside the shield, just to show the nice yellow color.