This doesn't level the playing field. It specifically encourages employers to treat their female employees differently than male employees.
As Bryana mentioned in her blog, it's pretty much impossible for a woman to not be singled out in STEM, simply because she is a woman. Men almost never have to worry about their gender being brought up, while women generally either have to deal with being looked down or being put on a pedestal.
You can thank "people deliberately righting wrongs such as by giving extra encouragement to female developers" for this additional layer of sexism in STEM...
If all capable employees were encouraged and incentivized equally, in all situations (i.e. all women attending conferences would be encouraged equally as men because the number of women speaking at conferences was equal to the number of men), then we would not have an issue with sexism in the industry.
We do.
Because of that, the industry raising up the females in the industry to attempt parity is necessary, whether or not it qualifies for the definition of discrimination.