the way to think about the problem is to model how light is absorbed by homogeneous solutions and add a reflective factor to that to account for surface reflectivity of a heterogenous (particle) system. The simplest realations is
Light absorbed = light incident on particle -reflected light
As the fraction of incident light intensity absorbed by the catalyst particle gets closer to the incident light intensity, the less effect light intensity has on the rate of the photochemical reaction, so that at low intensities loss of the reactant may be close to first order, the rate of loss becomes independent of intensity when the fraction absorbed is very high.
In other words, while the photochemistry is not affected by intensity in any normal intensity range, the rate of reaction no longer increases at high intensity
I agree with the explanation of Prof.Theodore Mill.The energy of the incident light is the deciding factor and not its intensity. and as rightly pointed out by him the rate of loss becomes independent of intensity when the fraction absorbed is very high