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Fix: gnuplot 4.0 has different syntax (incompatible with gnuplot 3.7.x)
Change lines from:
    set linestyle 1 linetype 7 linewidth 1
to:
    set line style 1 linetype 7 linewidth 1

#!/usr/bin/gnuplot

reset

#set terminal postscript enhanced
#set output "slide-entropy-x2-model.ps"
set terminal postscript eps enhanced 24
set output "slide-entropy-x2-model.eps"

set line style 1 linetype 7 linewidth 1
set line style 2 linetype 1 linewidth 3

set multiplot
set size 1.0,1.0
set lmargin 8
set rmargin 1


set mytics 2
set mxtics 2

set format y "%2.2f"

set grid
# ------------------------------------------------------------------------
#     +-----+  +-----+
#     |     |  |     |
#     +-----+  +-----+
#     +-----+  +-----+
#     |  X  |  |     |
#     +-----+  +-----+
set key bottom
set ytics 0.01
set xlabel "{/Symbol t}"
set ylabel "S({/Symbol t})"

set nolabel
set label 1 "-{/Symbol S}_i {/Symbol f}_i ln{/Symbol f}_i({/Symbol t})" at 2.2, 1.207

plot [][1.185:] "x2-model_N-5e5_T-300_alpha-1_beta-0_speed-0.ENTROPY.dat" using 2:3 \
        notitle with l