macgregor wrote "since there's no metadata on the raw files, there are no color profiles asigned to the images. Camera raw I suspect is using the standard adobe color profile, which in my opinion sucks. Canon profiles are much better. Adobe over saturates blues and skintones are less nice. So I wonder if the ML guys could apply the canon profiles to the dng so we could fix this. We could even use VSCO film raw picture profiles, for some extra fun."
There's no color profile assigned because its raw, color primaries and therefore gamut are not even defined, when raw is 'developed' in whatever app used you define the color space, dcraw for example lets you develop as XYZ, Prophoto, Adobe RGB or sRGB, lets you choose any gamma to be applied, so use a color managed app, define your working color space, choose different working spaces, import dng's, compare histograms and channel clipping, go from there.
I believe for example Apple products choose ProPhoto by default if no color space is chosen.
Another thing dcraw will do is let you set sensor saturation default which varies with camera model and manufacturer to avoid the magenta tint.