Candida is a big genus. Kind of like how there are species of
Saccharomyces that are pathogens in certain circumstances (eg
http://en.wikipedia.org/wiki/Saccharomyces_kluyveri).
Candida humilis shows up as the dominant yeast in sourdoughs typically, but you'll also see populations of
Saccharomyces species and occasionally other yeast.
As for sourdough microbiota: there are a lot of factors that influence what's there. Among those, substrate (type of flour), pH (level of acidity), water availability (hydration level of the starter), temperature, and how often it's fed all play roles in determining what organisms are going to thrive. You see sets of these conditions
loosely defined as the "types" (eg. Type 1, Type 2, etc).
Typically you see a ratio of about 100 bacterial cells per yeast cell, but this can differ greatly depending on the above conditions. I know this to be true in my sourdough starter, which is kept at 100% hydration (equal mix of flour and water), fed with 4x as much new flour/water as existing starter, and often refrigerated. I also see a stable and dominant population of
Saccharomyces cerevisiae and
Lactobacillus that hasn't changed much over the ~2 years I've been able to periodically check it with agar and microscopy.
Interestingly I've tried pitching it into wort, and it ferments pretty clean and fast, but doesn't produce any noticeable acidity. Kind of boring, really. However every sourdough is a little bit different so someone else's may produce great beer.