One small correction:
“that is, we tend to emphasize evidence that candidates we like are qualified, and ignore evidence that candidates we don’t like aren’t qualified.”
The last part of this sentence should probably be “that candidates we don’t like are(!) qualified.”
One small correction:
The last part of this sentence should probably be “that candidates we don’t like are(!) qualified.”