Apparently Taylors report was unscientific at best http://www.theatlantic.com/magazine/archive/2006/06/the-mana...
When managerial "scientists" can achieve anything even remotely comparable to that level of reliability and reproducibility, it will be time to take it seriously as a science. Until then, it just isn't one.