The Discriminative Lexicon: A Unified Computational Model for the Lexicon and Lexical Processing in Comprehension and Production Grounded Not in (De)Composition but in Linear Discriminative Learning

Table 4

Gaussian location-scale additive model fitted to the semantic transparency ratings for derived words. te: tensor product smooth and s: thin plate regression spline.

A. parametric coefficients	Estimate	Std. Error	t-value	p-value
intercept [location]	5.5016	0.2564	21.4537	0.0001
intercept [scale]	-0.4135	0.0401	-10.3060	0.0001
B. smooth terms	edf	Ref.df	F-value	p-value
te(activation diversity, word length) [location]	5.3879	6.2897	23.7798	0.0008
s(derivational lexome) [location]	14.3180	15.0000	380.6254	0.0001
s(activation diversity) [scale]	2.1282	2.5993	28.4336	0.0001
s(word length) [scale]	1.7722	2.1403	132.7311	0.0001