Degrees: theta inputs get 1..p, conditioning inputs get 0 (visible to all), hidden units cycle through 1..(p-1) (or 0 when p = 1). A connection into a hidden unit requires hidden_degree >= input_degree; a connection into output dimension d requires d > hidden_degree. This makes output d a function of \(\theta_{<d}\) and x only.