@Skif-off: No. By default geany compiles/is built for GTK2. If you specify the option ```--enable-gtk3``` on build then it will be build for GTK3. Then only plugins would work with that version of geany which support GTK3.
Which OS/distro do you use? Many linux distros support both GTK versions.