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Carl K. Ross is a physicist associated with ionizing radiation standards and water calorimetry. His 1997 paper with Norman V. Klassen identifies both authors with the ionizing-radiation standards laboratory in Ottawa and examines a fundamental problem in radiation dosimetry: deposited energy and measured heat need not be equal when irradiation also produces chemical reactions.^[ref]

Their analysis expresses the heat defect aswhere $E_a$ is absorbed energy, $E_h$ is the energy appearing as heat, $D_w$ is absorbed dose, and $c_w$ is the specific heat capacity of water. The temperature rise $\Delta T$ supplies a measurable thermal signal, while the heat defect accounts for the energy balance associated with radiolysis.^[ref]

For a hypothetical example, suppose the measured thermal quantity is $c_w\Delta T=0.98\mathrm{J}\mathrm{k}{\mathrm{g}}^{-1}$ and the heat defect is $0.02$. The corrected absorbed dose is then $0.98/(1-0.02)=1\mathrm{J}\mathrm{k}{\mathrm{g}}^{-1}=1\mathrm{Gy}$. The illustrative $2\%$ correction is chosen for arithmetic, rather than quoted as an experimental result. A positive heat defect means that some absorbed energy does not appear as heat; a negative value means that the measured heat exceeds the absorbed energy, with the difference supplied by the accompanying chemical reactions.

Ross and Norman V. Klassen later published a correction to an input reaction rate constant in their computer simulation. Their 2002 paper provides an explicit example of revising a physical measurement model when a supporting parameter changes.^[ref]

Norman V. Klassen is a physicist whose work with Carl K. Ross connects water calorimetry, radiolysis and absorbed dose measurement. Their 1997 study compared calculated heat defects with experimental observations, including independently measured chemical products. This comparison tests the physical model through more than its agreement with a single temperature rise.^[ref]

The issue is that a water calorimeter measures a thermal response to ionizing radiation, whereas absorbed dose concerns deposited energy per unit mass. If $H=c_w\Delta T$ is the thermal energy per unit mass, the heat defect $k$ relates them byA useful sensitivity calculation follows directly. Holding $H$ fixed and differentiating with respect to $k$ givesFor an illustrative $k=0.02$, an absolute change $\delta k=0.001$ changes the inferred absorbed dose by approximately $0.001/0.98$, or $0.102\%$. Thus improving thermometer precision alone cannot remove the contribution of an uncertain heat defect to measurement uncertainty. The example is a local sensitivity estimate, rather than an uncertainty budget for their apparatus.^[ref]

In 2002, Klassen and Carl K. Ross reported that a literature reaction rate constant used in their earlier model was incorrect and supplied a revised model. Their correction also compared model predictions with calorimetric and chemical-product measurements. It illustrates why the inputs to a computer simulation are part of the scientific claim: agreement must be reassessed when those inputs are corrected.^[ref]