I think what it was is that Roosevelt took over after McKinley’s death and too many Republicans thought he was too liberal for the party... and then meanwhile he was running against William Jennings Bryan as the Democrat and the Socialist Eugene Debs (was this the election where he was in jail?)
Thanks for the history update! DM