Table 3. Results of the Linear mixed effect model analyses (see Data analysis for details). Note that, in all analyses, the random effect of item was significant, while the random effect of participant was not.

MODEL	EFFECT	Degrees of freedom	F	Probability level
A) Training: pre vs post RTs in reading zigzag trained novel words	Group	1, 806.1	3.08	0.080
	Training	1, 813.7	298.48	0.000
	Group × Training	1, 805.6	20.18	0.000
B) Session: RTs at each of the 23 presentations with the trained non-words	Group	1, 9925.8	456.40	0.000
	Session	22, 9925.3	61.50	0.000
	Group × Session	22, 9925.2	9.42	0.000
C) Stimulus material: post-training RTs on trained novel words vs RTs on new untrained novel words	Group	1, 784.9	108.87	0.000
Stimulus material	1, 786.0	171.68	0.000
Group × Stimulus material	1, 785.1	7.77	0.005
D) Generalization of format: RTs in pre-training vs RTs to untrained novel words after training	Group	1, 707.6	11.04	0.001
Generalization of format	1, 717.4	22.27	0.000
Group × Generalization of format	1, 702.4	31.68	0.000